Name: Agricultural Science at QLS Level 4 Course
Price: 100 GBP
Availability: InStock

Apex Learning

Hydroponics

Indoor Gardening

Gardening

Horticulture

Gardening and Horticulture Diploma - CPD Certified

General Admission

London

<div style="color: rgb(57, 54, 79); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(57, 54, 79);"><div data-testid="summary" id="isPasted" fr-original-style="" style="box-sizing: border-box;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms.</strong></p></div><div data-testid="organizerBrief" fr-original-style="" style="box-sizing: border-box;"><div data-testid="creator-signal-main-section" fr-original-style="" style="box-sizing: border-box;"><section fr-original-style="" style="box-sizing: border-box;"></section></div></div><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></strong></p><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; break-after: page; user-select: none; box-sizing: border-box;"><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Python Machine Learning 2-day Course</strong></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><em fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Prerequisites:</strong></em></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);">Basic knowledge of Python coding is a pre-requisite.</p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><em fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who Should Attend?</strong></em></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);">This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn.</p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Practical:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project</li><li fr-original-style="" style="box-sizing: border-box;">We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms.&nbsp;</li></ul><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course Outline:</strong></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Supervised Machine Learning:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine</li><li fr-original-style="" style="box-sizing: border-box;">Regression Algorithms: Linear, Polynomial</li></ul><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Unsupervised Machine Learning:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">Clustering Algorithms: K-means clustering, Hierarchical Clustering</li><li fr-original-style="" style="box-sizing: border-box;">Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA)</li><li fr-original-style="" style="box-sizing: border-box;">Association Machine Learning Algorithms: Apriori, Euclat</li></ul><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Other machine learning Algorithms:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting</li><li fr-original-style="" style="box-sizing: border-box;">Reinforcement learning Algorithms: Q-Learning</li><li fr-original-style="" style="box-sizing: border-box;">Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN)</li></ul><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Data Exploration and Preprocessing:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">The first part of a Machine Learning project understands the data and the problem at hand.</li><li fr-original-style="" style="box-sizing: border-box;">Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy.</li></ul><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"></p><p style="color: rgb(111, 114, 135); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">What is included in this Python Machine Learning:</strong></p><ul style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);"><li fr-original-style="" style="box-sizing: border-box;">Python Machine Learning Certificate on completion &nbsp;</li><li fr-original-style="" style="box-sizing: border-box;">Python Machine Learning notes</li><li fr-original-style="" style="box-sizing: border-box;">Practical Python Machine Learning exercises and code examples</li><li fr-original-style="" style="box-sizing: border-box;">After the course, 1 free, online session for questions or revision Python Machine Learning.</li><li fr-original-style="" style="box-sizing: border-box;">Max group size on this Python Machine Learning is 4.</li></ul></div><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></p><div style="color: rgb(30, 10, 60); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(30, 10, 60);"><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; break-after: page; user-select: none; box-sizing: border-box;"><h2 fr-original-style="" style="box-sizing: border-box;">Refund Policy</h2></div><div style="color: rgb(111, 114, 135); box-sizing: border-box;" fr-original-style=" color: rgb(111, 114, 135);">No Refunds</div>

Pcw Courses Ltd

Python Machine Learning Course, 1-Days, Online Attendance

Python Basics 1-days Online Instructor-Led

<strong>The underlying patterns in your data hold vital insights; unearth them with cutting-edge clustering and classification techniques in R</strong>
        <p>This course is your complete guide to both supervised and unsupervised learning using R. This course covers all the main aspects of practical data science; if you take this course, there is no need to take other courses or buy books on R-based data science. In this age of big data, companies across the Globe use R to sift through the avalanche of information at their disposal. By becoming proficient in unsupervised and supervised learning in R, you can give your company a competitive edge and take your career to the next level.

Over the course of research, the author realized that almost all the R data science courses and books out there do take account of the multidimensional nature of the topic. This course will give you a robust grounding in the main aspects of machine learning: clustering and classification. Unlike other R instructors, the author digs deep into R's machine learning features and give you a one-of-a-kind grounding in data science! You will go all the way from carrying out data reading & cleaning to machine learning, to finally implementing powerful machine learning algorithms and evaluating their performance via R.
The following topics will be covered: - 
&bull; A full introduction to the R Framework for data science 
&bull; Data structures and reading in R, including CSV, Excel, and HTML data 
&bull; How to pre-process and clean data by removing NAs/No data, visualization 
&bull; Machine learning, supervised learning, and unsupervised learning in R 
&bull; Model building and selection and much more!

The course will help you implement methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement R-based data science in real life. After taking this course, you'll easily use data science packages such as Caret to work with real data in R. You'll even understand concepts such as unsupervised learning, dimension reduction, and supervised learning. 

All the code and supporting files for this course are available at - https://github.com/PacktPublishing/Clustering-and-Classification-with-Machine-Learning-in-R</p>
        <h2>What You Will Learn</h2><p>Read-in data into the R environment from different sources<br>Carry out basic data pre-processing and wrangling in R Studio<br>Implement unsupervised/clustering techniques such as K-means clustering<br>Implement dimensional reduction techniques (PCA) and feature selection<br>Implement supervised learning techniques/classification such as Random Forests<br>Evaluate model performance and learn the best practices for evaluating machine learning model accuracy</p>
        <h2>Audience</h2><p>This course is for students interested in getting started with data science applications in the R Studio environment. Students wishing to learn how to implement unsupervised learning on real data. Anyone with prior exposure to R who wants to get started with practical data science.</p>
        <h2>Approach</h2><p>Every video is packed with hands-on instructions and clear explanations. Real data has been used to demonstrate how to implement these techniques in real life, on your data.</p>
        <h2>Key Features</h2><p>Provides in-depth training in everything you need to know to get started with practical R data science * Jargon-free and suitable for people who have a non-mathematical background * In-depth coverage of the latest unsupervised and supervised techniques </p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/clustering-and-classification-with-machine-learning-in-r</p>
        <h2>About the Author</h2><h3>Minerva Singh</h3><p>Minerva Singh is a PhD graduate from Cambridge University where she specialized in Tropical Ecology. She is also a part-time Data Scientist. As part of her research, she must carry out extensive data analysis, including spatial data analysis. For this purpose, she prefers to use a combination of freeware tools: R, QGIS, and Python. She does most of her spatial data analysis work using R and QGIS. Apart from being free, these are very powerful tools for data visualization, processing, and analysis. She also holds an MPhil degree in Geography and Environment from Oxford University. She has honed her statistical and data analysis skills through several MOOCs, including The Analytics Edge and Statistical. In addition to spatial data analysis, she is also proficient in statistical analysis, machine learning, and data mining.</p>
        <h2>Course Outline</h2><h4>1. Introduction to the Course</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Welcome to Clustering & Classification with Machine Learning in R</p><p style='margin: 0'>Introduction to the Course: Welcome to Clustering & Classification with Machine Learning in R</p></td></tr><tr><td style='padding: 15px;'><p>2. Installing R and R Studio</p><p style='margin: 0'>Introduction to the Course: Installing R and R Studio</p></td></tr></tbody></table><br><h4>2. Read in Data from Different Sources in R</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Read in CSV & Excel Data</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in CSV & Excel Data</p></td></tr><tr><td style='padding: 15px;'><p>2. Read in Unzipped Folder</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in Unzipped Folder</p></td></tr><tr><td style='padding: 15px;'><p>3. Read in Online CSV</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in Online CSV</p></td></tr><tr><td style='padding: 15px;'><p>4. Read in Googlesheets</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in Googlesheets</p></td></tr><tr><td style='padding: 15px;'><p>5. Read in Data from Online HTML Tables-Part 1</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in Data from Online HTML Tables-Part 1</p></td></tr><tr><td style='padding: 15px;'><p>6. Read in Data from Online HTML Tables-Part 2</p><p style='margin: 0'>Read in Data from Different Sources in R: Read in Data from Online HTML Tables-Part 2</p></td></tr><tr><td style='padding: 15px;'><p>7. Read Data from a Database</p><p style='margin: 0'>Read in Data from Different Sources in R: Read Data from a Database</p></td></tr></tbody></table><br><h4>3. Data Pre-processing and Visualization</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Remove Missing Values</p><p style='margin: 0'>Data Pre-processing and Visualization: Remove Missing Values</p></td></tr><tr><td style='padding: 15px;'><p>2. More Data Cleaning</p><p style='margin: 0'>Data Pre-processing and Visualization: More Data Cleaning</p></td></tr><tr><td style='padding: 15px;'><p>3. Introduction to dplyr for Data Summarizing-Part 1</p><p style='margin: 0'>Data Pre-processing and Visualization: Introduction to dplyr for Data Summarizing-Part 1</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to dplyr for Data Summarizing-Part 2</p><p style='margin: 0'>Data Pre-processing and Visualization: Introduction to dplyr for Data Summarizing-Part 2</p></td></tr><tr><td style='padding: 15px;'><p>5. Exploratory Data Analysis (EDA): Basic Visualizations with R</p><p style='margin: 0'>Data Pre-processing and Visualization: Exploratory Data Analysis (EDA): Basic Visualizations with R</p></td></tr><tr><td style='padding: 15px;'><p>6. More Exploratory Data Analysis with xda</p><p style='margin: 0'>Data Pre-processing and Visualization: More Exploratory Data Analysis with xda</p></td></tr><tr><td style='padding: 15px;'><p>7. Data Exploration & Visualization With dplyr & ggplot2</p><p style='margin: 0'>Data Pre-processing and Visualization: Data Exploration & Visualization With dplyr & ggplot2</p></td></tr><tr><td style='padding: 15px;'><p>8. Associations Between Quantitative Variables- Theory</p><p style='margin: 0'>Data Pre-processing and Visualization: Associations Between Quantitative Variables- Theory</p></td></tr><tr><td style='padding: 15px;'><p>9. Testing for Correlation</p><p style='margin: 0'>Data Pre-processing and Visualization: Testing for Correlation</p></td></tr><tr><td style='padding: 15px;'><p>10. Evaluate the Relation Between Nominal Variables</p><p style='margin: 0'>Data Pre-processing and Visualization: Evaluate the Relation Between Nominal Variables</p></td></tr><tr><td style='padding: 15px;'><p>11. Cramer's V for Examining the Strength of Association Between Nominal Variable</p><p style='margin: 0'>Data Pre-processing and Visualization: Cramer's V for Examining the Strength of Association Between Nominal Variable</p></td></tr></tbody></table><br><h4>4. Machine Learning for Data Science</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. How is Machine Learning Different from Statistical Data Analysis?</p><p style='margin: 0'>Machine Learning for Data Science: How is Machine Learning Different from Statistical Data Analysis?</p></td></tr><tr><td style='padding: 15px;'><p>2. What is Machine Learning (ML) About? Some Theoretical Pointers</p><p style='margin: 0'>Machine Learning for Data Science: What is Machine Learning (ML) About? Some Theoretical Pointers</p></td></tr></tbody></table><br><h4>5. Unsupervised Learning in R</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. K-Means Clustering</p><p style='margin: 0'>Unsupervised Learning in R: K-Means Clustering</p></td></tr><tr><td style='padding: 15px;'><p>2. Other Ways of Selecting Cluster Numbers</p><p style='margin: 0'>Unsupervised Learning in R: Other Ways of Selecting Cluster Numbers</p></td></tr><tr><td style='padding: 15px;'><p>3. Fuzzy K-Means Clustering</p><p style='margin: 0'>Unsupervised Learning in R: Fuzzy K-Means Clustering</p></td></tr><tr><td style='padding: 15px;'><p>4. Weighted k-means</p><p style='margin: 0'>Unsupervised Learning in R: Weighted k-means</p></td></tr><tr><td style='padding: 15px;'><p>5. Partitioning Around Meloids (PAM)</p><p style='margin: 0'>Unsupervised Learning in R: Partitioning Around Meloids (PAM)</p></td></tr><tr><td style='padding: 15px;'><p>6. Hierarchical Clustering in R</p><p style='margin: 0'>Unsupervised Learning in R: Hierarchical Clustering in R</p></td></tr><tr><td style='padding: 15px;'><p>7. Expectation-Maximization (EM) in R</p><p style='margin: 0'>Unsupervised Learning in R: Expectation-Maximization (EM) in R</p></td></tr><tr><td style='padding: 15px;'><p>8. DBSCAN Clustering in R</p><p style='margin: 0'>Unsupervised Learning in R: DBSCAN Clustering in R</p></td></tr><tr><td style='padding: 15px;'><p>9. Cluster a Mixed Dataset</p><p style='margin: 0'>Unsupervised Learning in R: Cluster a Mixed Dataset</p></td></tr><tr><td style='padding: 15px;'><p>10. Should We Even Do Clustering?</p><p style='margin: 0'>Unsupervised Learning in R: Should We Even Do Clustering?</p></td></tr><tr><td style='padding: 15px;'><p>11. Assess Clustering Performance</p><p style='margin: 0'>Unsupervised Learning in R: Assess Clustering Performance</p></td></tr><tr><td style='padding: 15px;'><p>12. Which Clustering Algorithm to Choose?</p><p style='margin: 0'>Unsupervised Learning in R: Which Clustering Algorithm to Choose?</p></td></tr></tbody></table><br><h4>6. Feature/Dimension Reduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Dimension Reduction-theory</p><p style='margin: 0'>Feature/Dimension Reduction: Dimension Reduction-theory</p></td></tr><tr><td style='padding: 15px;'><p>2. Principal Component Analysis (PCA)</p><p style='margin: 0'>Feature/Dimension Reduction: Principal Component Analysis (PCA)</p></td></tr><tr><td style='padding: 15px;'><p>3. More on PCA</p><p style='margin: 0'>Feature/Dimension Reduction: More on PCA</p></td></tr><tr><td style='padding: 15px;'><p>4. Multidimensional Scaling</p><p style='margin: 0'>Feature/Dimension Reduction: Multidimensional Scaling</p></td></tr><tr><td style='padding: 15px;'><p>5. Singular Value Decomposition (SVD)</p><p style='margin: 0'>Feature/Dimension Reduction: Singular Value Decomposition (SVD)</p></td></tr></tbody></table><br><h4>7. Feature Selection to Select the Most Relevant Predictors</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Removing Highly Correlated Predictor Variables</p><p style='margin: 0'>Feature Selection to Select the Most Relevant Predictors: Removing Highly Correlated Predictor Variables</p></td></tr><tr><td style='padding: 15px;'><p>2. Variable Selection Using LASSO Regression</p><p style='margin: 0'>Feature Selection to Select the Most Relevant Predictors: Variable Selection Using LASSO Regression</p></td></tr><tr><td style='padding: 15px;'><p>3. Variable Selection with FSelector</p><p style='margin: 0'>Feature Selection to Select the Most Relevant Predictors: Variable Selection with FSelector</p></td></tr><tr><td style='padding: 15px;'><p>4. Boruta Analysis for Feature Selection</p><p style='margin: 0'>Feature Selection to Select the Most Relevant Predictors: Boruta Analysis for Feature Selection</p></td></tr></tbody></table><br><h4>8. Supervised Learning Theory</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Some Basic Supervised Learning Concepts</p><p style='margin: 0'>Supervised Learning Theory: Some Basic Supervised Learning Concepts</p></td></tr><tr><td style='padding: 15px;'><p>2. Pre-processing for Supervised Learning</p><p style='margin: 0'>Supervised Learning Theory: Pre-processing for Supervised Learning</p></td></tr></tbody></table><br><h4>9. Supervised Learning: Classification</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What are GLMs?</p><p style='margin: 0'>Supervised Learning: Classification: What are GLMs?</p></td></tr><tr><td style='padding: 15px;'><p>2. Logistic Regression Models as Binary Classifiers</p><p style='margin: 0'>Supervised Learning: Classification: Logistic Regression Models as Binary Classifiers</p></td></tr><tr><td style='padding: 15px;'><p>3. Binary Classifier with PCA</p><p style='margin: 0'>Supervised Learning: Classification: Binary Classifier with PCA</p></td></tr><tr><td style='padding: 15px;'><p>4. Some Pointers on Evaluating Accuracy</p><p style='margin: 0'>Supervised Learning: Classification: Some Pointers on Evaluating Accuracy</p></td></tr><tr><td style='padding: 15px;'><p>5. Obtain Binary Classification Accuracy Metrics</p><p style='margin: 0'>Supervised Learning: Classification: Obtain Binary Classification Accuracy Metrics</p></td></tr><tr><td style='padding: 15px;'><p>6. More on Binary Accuracy Measures</p><p style='margin: 0'>Supervised Learning: Classification: More on Binary Accuracy Measures</p></td></tr><tr><td style='padding: 15px;'><p>7. Linear Discriminant Analysis</p><p style='margin: 0'>Supervised Learning: Classification: Linear Discriminant Analysis</p></td></tr><tr><td style='padding: 15px;'><p>8. Our Multi-class Classification Problem</p><p style='margin: 0'>Supervised Learning: Classification: Our Multi-class Classification Problem</p></td></tr><tr><td style='padding: 15px;'><p>9. Classification Trees</p><p style='margin: 0'>Supervised Learning: Classification: Classification Trees</p></td></tr><tr><td style='padding: 15px;'><p>10. More on Classification Tree Visualization</p><p style='margin: 0'>Supervised Learning: Classification: More on Classification Tree Visualization</p></td></tr><tr><td style='padding: 15px;'><p>11. Classification with Party Package</p><p style='margin: 0'>Supervised Learning: Classification: Classification with Party Package</p></td></tr><tr><td style='padding: 15px;'><p>12. Decision Trees</p><p style='margin: 0'>Supervised Learning: Classification: Decision Trees</p></td></tr><tr><td style='padding: 15px;'><p>13. Random Forest (RF) Classification</p><p style='margin: 0'>Supervised Learning: Classification: Random Forest (RF) Classification</p></td></tr><tr><td style='padding: 15px;'><p>14. Examine Individual Variable Importance for Random Forests</p><p style='margin: 0'>Supervised Learning: Classification: Examine Individual Variable Importance for Random Forests</p></td></tr><tr><td style='padding: 15px;'><p>15. GBM Classification</p><p style='margin: 0'>Supervised Learning: Classification: GBM Classification</p></td></tr><tr><td style='padding: 15px;'><p>16. Support Vector Machines (SVM) for Classification</p><p style='margin: 0'>Supervised Learning: Classification: Support Vector Machines (SVM) for Classification</p></td></tr><tr><td style='padding: 15px;'><p>17. More SVM for Classification</p><p style='margin: 0'>Supervised Learning: Classification: More SVM for Classification</p></td></tr><tr><td style='padding: 15px;'><p>18. Variable Importance in SVM Modelling with rminer</p><p style='margin: 0'>Supervised Learning: Classification: Variable Importance in SVM Modelling with rminer</p></td></tr></tbody></table><br><h4>10. Additional Lectures</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Fuzzy C-Means Clustering</p><p style='margin: 0'>Additional Lectures: Fuzzy C-Means Clustering</p></td></tr></tbody></table>

Packt

HTML

The underlying patterns in your data hold vital insights; unearth them with cutting-edge clustering and classification techniques in R

Clustering and Classification with Machine Learning in R

Salisbury

<div fr-original-class="g-group l-lg-mar-bot-6 l-md-mar-bot-4  " fr-original-style="" style="box-sizing: border-box;"><div fr-original-class="g-cell g-cell-10-12 g-cell-md-1-1" fr-original-style="" style="box-sizing: border-box;"><div fr-original-class="has-user-generated-content" fr-original-style="" style="box-sizing: border-box;"><div data-automation="listing-event-description" fr-original-class="text-body-medium" fr-original-style="" style="box-sizing: border-box;">A transformative coaching session in The New Forest (Wiltshire), presented by Scaling Up coach Dominic Monkhouse.</div></div></div></div><div fr-original-class="g-group l-mar-bot-6 l-sm-mar-bot-4" fr-original-style="" style="box-sizing: border-box;"><div fr-original-class="structured-content g-cell g-cell-10-12 g-cell-md-1-1" fr-original-style="" style="box-sizing: border-box;">&nbsp;</div><div fr-original-class="structured-content g-cell g-cell-10-12 g-cell-md-1-1" fr-original-style="" style="box-sizing: border-box;"><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Away from the uproar of the everyday commercial world, the Scaling Up Workshop will allow you the mental space to<strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">&nbsp;look at your business afresh &ndash; to recognise your strengths, your weaknesses and your opportunities</strong>.</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Take your first step in the process of identifying and overcoming the real challenges confronting your business.</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Dominic will guide you in understanding and implementing the tools you need to achieve rapid and sustainable growth.</p></div></div><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;">&nbsp;</div><h2 fr-original-style="" style="box-sizing: border-box;">Without the tools you need to grow your business&hellip;</h2><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">You won&rsquo;t scale your business</li><li fr-original-style="" style="box-sizing: border-box;">Your A-Players will lose trust in you and leave</li><li fr-original-style="" style="box-sizing: border-box;">You won&rsquo;t get clarity on your vision</li><li fr-original-style="" style="box-sizing: border-box;">You&rsquo;ll keep working too hard and not having enough fun</li><li fr-original-style="" style="box-sizing: border-box;">You won&rsquo;t create the opportunities for your team</li><li fr-original-style="" style="box-sizing: border-box;">You won&rsquo;t exit for maximum value</li></ul><h2 fr-original-style="" style="box-sizing: border-box;">&nbsp;</h2><h2 fr-original-style="" style="box-sizing: border-box;">Take this opportunity to invest in your growth, and you will...</h2><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Identify Your Core Values</strong> &ndash; your genuine beliefs, not the glib, box-ticking platitudes adopted by most companies &ndash; and learn how to mould them into an authentic corporate ethos.</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Spot And Engage Your Most Valuable Core Customers</strong> &ndash; having more customers won&rsquo;t make you more money. Instead, it can cost you more in management time and extra infrastructure.</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Identify and Reward Your Real A-Players</strong> &ndash; overhauling your recruitment to increase productivity and enrich the culture of your business.</li><li fr-original-style="" style="box-sizing: border-box;">Leave with your own <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Growth Workbook</strong>, a valuable tool in determining the ultimate purpose of your business, the identity of your core customer and your driving principles.</li><li fr-original-style="" style="box-sizing: border-box;">Get your copy of <em fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Scaling Up (Rockefeller Habits 2.0</strong></em><em fr-original-style="" style="box-sizing: border-box;">)</em> by Verne Harnish, the founder of the EO organisation.</li><li fr-original-style="" style="box-sizing: border-box;">Get a copy of<em fr-original-style="" style="box-sizing: border-box;">&nbsp;</em><em fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">F**K PLAN B. Scale your technology business faster and achieve plan A</strong></em>, written by Dominic Monkhouse.</li></ul><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">&nbsp;</p><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><h2 fr-original-style="" style="box-sizing: border-box;">Other ambitious business leaders are already seeing amazing results...</h2><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">&nbsp;</p></div><div fr-original-class="structured-content-video structured-content__module l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><iframe src="https://player.vimeo.com/video/641168248" frameborder="0" allowfullscreen="" fr-original-style="" fr-original-class="structured-content-video__iframe" style="box-sizing: border-box;"></iframe></div><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">&lsquo;We have smashed it. Revenue is up by 156%, new order intake is up 136% (with fewer people) and we have engendered an amazing culture. If you need help you should call him!&rsquo;&nbsp;</em>&ndash; Ryan Mee, Eco2Solar</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">&lsquo;Dom is always willing to help where he can or when asked. Has a no-nonsense attitude and tells you what you need to hear, not what you want to hear.&rsquo;</em> &ndash; James Rossell, Wirehive</p></div></div><div fr-original-class="structured-content-video structured-content__module l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; user-select: none; break-after: page; box-sizing: border-box;"><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><h2 fr-original-style="" style="box-sizing: border-box;">MEET YOUR COACHES</h2></div><div fr-original-class="structured-content__module l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;">&nbsp;</div><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><h3 fr-original-style="" style="box-sizing: border-box;">DOMINIC MONKHOUSE</h3><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Dominic Monkhouse has a track record of building a series of great technology service businesses, scaling two UK companies from zero revenue to beyond &pound;30 million in just five years and was Managing Director at Peer 1 Hosting, IT Lab and Rackspace &ndash; winning many awards for creating an outstanding workplace along the way.</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;"><a fr-original-style="" href="https://www.monkhouseandcompany.com/about/dominic-monkhouse/" rel="nofollow noopener noreferrer" style="user-select: auto; box-sizing: border-box; text-decoration: inherit; cursor: pointer;" target="_blank"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Learn more about Dominic</strong></a></p></div><div fr-original-class="structured-content__module l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;">&nbsp;</div><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><h3 fr-original-style="" style="box-sizing: border-box;">PHILIP ROSE</h3><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Philip has worked as a coach and strategy consultant since 2005 and is an accredited Executive and Business Coach with experience working across a range of industries and markets ranging from automotive to property and food to technology. His passion is rooted in inspiring people to take action and change.</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;"><a fr-original-style="" href="https://www.linkedin.com/in/coachphilrose/" rel="nofollow noopener noreferrer" style="user-select: auto; box-sizing: border-box; text-decoration: inherit; cursor: pointer;" target="_blank"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Learn more about Philip</strong></a></p></div><div fr-original-class="structured-content-rich-text structured-content__module l-align-left l-mar-vert-6 l-sm-mar-vert-4 text-body-medium" fr-original-style="" style="box-sizing: border-box;"><h2 fr-original-style="" style="box-sizing: border-box;">&nbsp;</h2><h2 fr-original-style="" style="box-sizing: border-box;">AGENDA</h2><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">11:30 - Lunch</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">12:30 - <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Making time for Growth</strong> with Philip Rose</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Break</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">13:45 - <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Developing the Cultural Foundation to grow your business</strong> (Core Values, Core Purpose &amp; BHAG) with Dominic Monkhouse</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">Break</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">15:30 - <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Strategy &amp; Execution</strong> (Core Customer &amp; OKRs) with Dominic Monkhouse</p><p fr-original-style="" style="font-size: 16px; color: var(--text); box-sizing: border-box;">17:30 - Drinks at Foundry Farm</p></div></div>

Monkhouse & Company

A transformative coaching session in Wiltshire to help you grow your business, presented by Scaling Up coaches Dominic Monkhouse and Philip Rose.

Monkhouse & Company Scale Up Workshop 

Your Growth Investment

<div id="course-pills-1">Duration<p>2 Days</p><p>12 CPD hours</p>This course is intended for<p>If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful.</p>Overview<p>By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data.</p><p>This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive.<br /><br />You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions.</p></div><div id="course-pills-2"><h4>Data Exploration and Cleaning</h4><ul><li>Python and the Anaconda Package Management System</li><li>Different Types of Data Science Problems</li><li>Loading the Case Study Data with Jupyter and pandas</li><li>Data Quality Assurance and Exploration</li><li>Exploring the Financial History Features in the Dataset</li><li>Activity 1: Exploring Remaining Financial Features in the Dataset</li></ul><h4>Introduction to Scikit-Learn and Model Evaluation</h4><ul><li>Introduction</li><li>Model Performance Metrics for Binary Classification</li><li>Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve</li></ul><h4>Details of Logistic Regression and Feature Exploration</h4><ul><li>Introduction</li><li>Examining the Relationships between Features and the Response</li><li>Univariate Feature Selection: What It Does and Doesn't Do</li><li>Building Cloud-Native Applications</li><li>Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients</li></ul><h4>The Bias-Variance Trade-off</h4><ul><li>Introduction</li><li>Estimating the Coefficients and Intercepts of Logistic Regression</li><li>Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters</li><li>Activity 4: Cross-Validation and Feature Engineering with the Case Study Data</li></ul><h4>Decision Trees and Random Forests</h4><ul><li>Introduction</li><li>Decision trees</li><li>Random Forests: Ensembles of Decision Trees</li><li>Activity 5: Cross-Validation Grid Search with Random Forest</li></ul><h4>Imputation of Missing Data, Financial Analysis, and Delivery to Client</h4><ul><li>Introduction</li><li>Review of Modeling Results</li><li>Dealing with Missing Data: Imputation Strategies</li><li>Activity 6: Deriving Financial Insights</li><li>Final Thoughts on Delivering the Predictive Model to the Client</li></ul></div>

Nexus Human

Predictive Analytics

Data Engineering

Big Data Analytics

Data Science

Data Mining

Data Skills

Data Science Projects with Python

The Greek Online School

Greek

Wild Camping

Greek Mythology

For Kids

Kids

The Greek Language Summer Camp is a great way for your child to greatly improve their Greek and have fun with other international children. Our program is for children aged 6-15 years and aims to develop children’s speaking skills and boost their confidence when speaking Greek. Young learners are usually faster to learn and grasp foreign languages, especially some aspects of languages like the pronunciation and new vocabulary. This is precisely why close contact with a Greek speaking environment and native Greek speakers is the perfect opportunity for children to engage in the Greek language fast and absorb new skills very quickly. 

Greek Language Summer Camp

<p>Are you curious about renewable energy? Are you interested in building your career in this field? Do you want to know everything related to this topic? Do you want to know the environmental laws and regulations regarding environmental management? This comprehensive bundle course has a lot to offer. Enrol this 5-in-1 bundle course and start learning.</p> <p>The renewable energy course covers sources of renewable energy, benefits and implementation of renewable energy in today's world. The course will provide you with all of the necessary understanding of renewable energy, including its application, with an emphasis on local and regional settings. You will learn industry standard procedures for calculating renewable resources, among other things.</p> <p>Besides, the environmental law course also provides insights into environmental laws and management regulations in the UK. The learner will ultimately realise that environmental health is not different from personal health from the environmental health course. There are also dedicated courses for forest, oil and gas management. So, enrol this compact bundle course and empower yourself with skills and knowledge regarding energy, environment, and natural resource management.</p> <p><strong>Learning Outcomes</strong></p> <p>After completing this course, you will be able to:</p> <ul> <li>Describe the concepts of sustainable energy</li><li>Know sustainable energy sources.</li><li>Understand solar thermal energy and solar photovoltaics.</li><li>Learn about Geothermal, Tidal and Wind energy.</li><li>Know renewable energy prospectus in the UK.</li></ul> <p><strong>This bundle includes the following courses:</strong></p> <ul> <li><strong>Course 01:</strong> Renewable Energy</li><li><strong>Course 02:</strong> Environmental Law</li><li><strong>Course 03:</strong> Environmental Health</li><li><strong>Course 04:</strong> Forestry</li><li><strong>Course 05: </strong>Oil and Gas Management</li></ul> <p><strong>Key Features</strong></p> <ul> <li>Accredited by CPD</li><li>Instant e-certificate</li><li>Fully online, interactive Renewable Energy course with audio voiceover</li><li>Self-paced learning and laptop, tablet, smartphone-friendly</li><li>24/7 Learning Assistance</li><li>Discounts on bulk purchases</li></ul> <p><strong>Enrol now in this </strong><strong>Renewable Energy</strong><strong> course to excel!</strong></p><p><strong>How You will be Benefited from </strong><strong>Renewable Energy</strong><strong> Bundle</strong></p> <p>All through this self-paced training, you will get engaging learning materials and acquire the necessary knowledge to work with various concepts to gain a competitive advantage in the employment market.</p> <p><strong>Accreditation</strong></p> <p>All of our courses included in this Renewable Energy bundle are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field.</p> <p><strong>Certification</strong></p> <p>Once you've successfully completed your Renewable Energy course, you will immediately be sent digital certificates for the bundle courses.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        20 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                             <p>This course does not require any prior requirements. This course is completely online. This course can be enrolled by:</p> <ul> <li>Students</li><li>Job Seekers</li><li>Anyone interested in renewable energy, environmental law and health.</li><li>People working in this field want to polish their knowledge and skills.</li></ul> 
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                             <p>There are no formal requirements for this bundle courses to be enrolled.</p> 
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                             <p>Completion of this course adds value to your CV. This is a diverse field offering a wide range of career opportunities. However, you can look forward to some career paths, such as:</p> <ul> <li>Energy engineer (Salary: £20,000 to £50,000)</li><li>Domestic energy assessor (Salary: £18,000 to £35,000)</li><li>Commercial energy assessor (Salary: £18,000 to £41,000)</li><li>Wind turbine technician (Salary: £25,000 to £47,000)</li></ul> 
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div> <p>You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.</p> </div>

                        </div>

Training Express

Renewable Energy - mini Bundle Course

Edinburgh

<p style="color: rgba(4, 2, 21, 0.88); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgba(4, 2, 21, 0.88);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who is this course for:</strong></p><p style="color: rgba(4, 2, 21, 0.88); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(4, 2, 21, 0.88);">All those who want to work with energy healing for themselves and/or others&nbsp;</p><p style="color: rgba(4, 2, 21, 0.88); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(4, 2, 21, 0.88);">All those who are already working with energy</p><p style="color: rgba(4, 2, 21, 0.88); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(4, 2, 21, 0.88);">All those who want to connect more with nature</p><p style="color: rgba(2, 1, 16, 0.91); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgba(2, 1, 16, 0.91);"><b fr-original-style="" style="box-sizing: border-box;">Feathers</b>&nbsp;are the high vibrations from the spirit, the alignment to the sky. We think they are light and vulnerable but in the spiritual reality they are like a hammer, very strong.</p><p style="color: rgba(2, 1, 16, 0.91); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgba(2, 1, 16, 0.91);"><b fr-original-style="" style="box-sizing: border-box;">Stones</b>&nbsp;remind us about being grounded, they represent earth. Every stone radiates energy and they are electromagnetic and they are spiritual sponges, very gentle, fragile, even if we think they are hard.</p><p style="color: rgba(2, 1, 16, 0.91); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(2, 1, 16, 0.91);">Feather Stone is a wonderful energy practice that can be used by anyone through the power of unconditional Love. You can become a channel to heal yourself and others through the use of natural elements and sound.&nbsp;</p><p style="color: rgba(2, 1, 16, 0.91); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(2, 1, 16, 0.91);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">This certified practitioner short course</strong> has been inspired by the spirits and created by Claudia Goncalves and Mark Halliday, founders of the Edinburgh Shamanic Centre. I am very honoured to have the opportunity to offer it to you as a tool of transformation.&nbsp;</p><p style="color: rgba(2, 1, 1, 0.96); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgba(2, 1, 1, 0.96);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">LEVEL 1</strong></p><p style="color: rgba(2, 1, 1, 0.96); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(2, 1, 1, 0.96);"><em fr-original-style="" style="box-sizing: border-box;">It requires &nbsp;a full non-residential week-end 10am-5pm each day . </em></p><p style="color: rgba(2, 1, 1, 0.96); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(2, 1, 1, 0.96);"><em fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">LEVEL 2</strong></em></p><p style="color: rgba(2, 1, 1, 0.96); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgba(2, 1, 1, 0.96);"><em fr-original-style="" style="box-sizing: border-box;">It is one full day only 10am-5pm </em></p><p style="color: rgba(2, 1, 1, 0.91); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgba(2, 1, 1, 0.91);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">PROGRAMME LEVEL 1</strong></p><p id="isPasted" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">LEVEL 1</strong><br fr-original-style="" style="box-sizing: border-box;">Topics of the course:</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Preparing for the healing session</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Tuning with your own skills and talents and create your own unique way of healing: empowering yourself</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Structure of healing sessions</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*The four stages of healing: release, cleansing, balance, restoraration</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Closing the sacred space&nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Protecting yourself</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">*Working with animals, children, people with epilepsy, cancer or in hospital</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">LEVEL 2</strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Sounds and voice</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Working with your Power Animals and Spirit Guides</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Opening and closing chakras for cleansing, spinning, balancing,</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Working with addictions</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Cutting cords</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Giada&#39;s Journey</strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Creative explorer</span></strong><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">&nbsp;of the human well-being with twenty&nbsp;</span><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">years&rsquo; experience running events, workshops and retreats.</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Co-author</strong>&nbsp;</span><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">of a non-profit book with other 33 Italian women&nbsp;</span><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">about their stories in different countries.</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">She has been learning to heal herself supporting</span><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">a Holistic connection between mind, body and spirit.</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">She has been studying and practicing&nbsp;</span><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Buddhist teachings,</span> <span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">meditation</span></strong><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">&nbsp;and the Five Tibetan Rites</strong> <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Yoga</strong> in Nepal, India and Italy.</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Approached the imaginal world and dreams with the psychologist&nbsp;</span><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Elio Occhipinti and a regressive hypnosis journey with the vision of the psychiatrist Brian Weiss.&nbsp;</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Her studies and practice have helped her become:</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Shamanic Practitioner and Teacher</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">with the two years formal training at Anam Cara and one year in Wales</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Shamanic and Integral Yoga Teacher,&nbsp;</span></strong><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Ikigai Coach,</span></strong><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Forest Therapy Guide</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">qualified with Selene Calloni Williams</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">at the Imaginal Academy and part of the Italian-Swiss Association for Counselling and Coaching, Aiscon.&nbsp;</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Professional Esoteric Numerologist</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">graduated at The Connaissance School of Numerology</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Corporate Mental Health Coach</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">achieved with WeFocus</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Founder of Drink In Art</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">exhibitions of local artists in private flats</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Founder of Invisible Caims</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">creative and spiritual workshops, classes and therapies</span></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">Founder of the Art and Spirituality Centre</span></strong></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;" fr-original-class="_04xlpA direction-ltr align-center para-style-body"><span fr-original-style="" fr-original-class="JsGRdQ" style="box-sizing: border-box;">centre for creativity and well-being in Edinburgh</span></p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(0, 0, 0);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Disclaimer&nbsp;</strong></p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">By booking any event or 1-1 session -online or &nbsp;any other venues &ndash; with us, you release Giada Gaslini, Invisible Caims, Art and Spirituality and any business partners working with for the event &nbsp;from any liability arising out of any personal injuries, emotional or physical release, death, expectations of results, &nbsp;theft in the venue or damages that may happen to people and objects while attending. We recommend that you consult your GP regarding the suitability of undertaking an exercise programme, if the class you are booking includes it like with yoga or similar, and following all the safety instructions required before beginning to exercise. &nbsp;When participating in an exercise, there is the possibility of sustaining a physical injury. If you engage in this exercise programme, you agree that you do so at your own risk, are voluntarily participating in these activities and assume all risk of injury to yourself. You acknowledge that coaching, shamanic healing and counselling are not to be used as a substitute for psychotherapy, psychoanalysis, mental health care, or other professional advice by legal, medical or other professionals. Our sessions are aimed at inner research, problem solving and personal growth, they do not replace the work of doctors and psychotherapists because they do not consider, treat or aim to solve pathologies and symptoms that are strictly medical.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">All contracts subject to and governed by the law according to my current insurance.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">&nbsp;</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Added element of the disclaimer</strong></p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">If the class happens &nbsp;in any venue and you are causing any damage to the property, you are taking responsibility of your actions.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">It is down to the individual to take personal responsibility when participating in physical activity and when entering a space that is used and shared by other parties. &nbsp;Invisible Caims does not take any responsibility about possible risks that may arise but can only advise and enforce guidelines and legal requirements as defined by the Scottish Government and local authorities.&nbsp;</p>

School of Shamanism

FEATHER STONE TRAINING level 1

2 days of training with certificate upon completion of some homeworks

LEVEL 1 High/medium income

LEVEL 1 Low income

Saint Austell

Choose Nature CIC

Alternative Schooling

<p>The Agricultural Science at QLS Level 4 is all you need to advance your career in relevant fields.</p><p>Agriculture is an essential part of human life. It's the main economic activity in most countries and creates most of the world's food. Almost all countries have some form of agricultural activity or industry. Many jobs are created by farming and are essential for supporting human life. Most people who work in agriculture are farmers, but some are involved in industrial farming. Agriculturalists study all aspects of agriculture to improve efficiency and understand how to manage natural resources best.</p><p>This course will help you to get an idea about agricultural systems and foundations. All important sectors of agriculture have been discussed briefly and precisely. Therefore, you can get a good concept quickly and make it happen practically.</p><p>Enrol now to discover everything you need to know about Agricultural Science at QLS Level 4 and the skills to improve your talents in this field and be confident in your knowledge bucket with One Education as your right hand!</p><p><strong>Meet the Endorsement &amp; Accreditation</strong></p><p>The Quality Licence Scheme has been designed specifically to recognise high-quality courses. This Agricultural Science at QLS Level 4 course materials is recognised by Quality Licence Scheme (QLS). This ensures the deep research and quality resource allocation behind the development phase of the course. In addition, the QLS certificate enriches your CV and recognises your quality study on the relevant subject. Also, CPD Quality Standards (CPD QS) accreditation assures the Agricultural Science at QLS Level 4 course training and learning activities are relevant, reliable, and up to date.</p><p><strong>Key Benefits</strong></p><ul><li>Learning materials of the Design course contain engaging voiceover and visual elements for your comfort.</li><li>Get 24/7 access to all content for a full year.</li><li>Each of our students gets full tutor support on weekdays (Monday to Friday)</li></ul><p><strong>Course Curriculum:</strong></p><p><strong>Module 1: Introduction to Agricultural Science</strong></p><ul><li>Agriculture</li><li>Agriculture as Art, Science and Business of Crop Production</li><li>Agronomy</li><li>Seeds and Crop Management</li><li>Sowing Date</li><li>Sowing Depth</li><li>Planting Pattern and Sowing Method</li><li>Crop Emergence</li></ul><p><strong>Module 2: Horticulture and The Nursery Production</strong></p><ul><li>Horticulture</li><li>What Is Horticulture?</li><li>Basic Needs</li><li>Nursery<br /><ul><li>Climatic Considerations</li><li>Soil Factors</li></ul></li><li>Container Nursery Production</li><li>Containers</li><li>Advantages and Disadvantages</li><li>Field Nursery</li><li>Types of Production</li></ul><p><strong>Module 3: Plant Propagation</strong></p><ul><li>What Is Plant Propagation?</li><li>Sexual Propagation<br /><ul><li>Seed</li><li>Germination</li><li>Water</li><li>Light</li><li>Oxygen</li><li>Temperature</li><li>Methods of Breaking Dormancy</li></ul></li></ul><ul><li>Asexual Propagation<br /><ul><li>Cutting</li><li>Layering</li><li>Division</li><li>Separation</li></ul></li></ul><p><strong>Module 4: Soil Science</strong></p><ul><li>What Is Soil?</li><li>Soil Profile</li><li>Soil Particles</li><li>Sand</li><li>Slit</li><li>Clay</li><li>Soil Structure</li><li>Soil pH</li></ul><p><strong>Module 5: Plant Nutrition</strong></p><ul><li>Essential Soil Minerals for Plants</li><li>Macronutrients</li><li>Primary Nutrients</li><li>Secondary Nutrients</li><li>Micronutrients</li></ul><p><strong>Module 6: Controlling Plant Pests</strong></p><ul><li>Pests</li><li>Pesticides<br /><ul><li>Insecticides</li><li>Fungicides</li><li>Nematicides</li><li>Rodenticides</li><li>Molluscicides</li><li>Miticides</li><li>Avicides</li></ul></li><li>Methods of Pesticide Application</li><li>Other Measures for Controlling Pests<br /><ul><li>Organic Pest and Insect Control</li><li>Elimination of Breeding Grounds</li><li>Poisoned Bait</li><li>Field Burning</li></ul></li><li>Integrated Pest Management (IPM)</li><li>Goals of IPM</li><li>Tools for an IPM Program</li></ul><p><strong>Module 7: Weed Control</strong></p><ul><li>Weeds</li><li>Types of Weeds</li><li>Proactive Weed Management Strategies</li><li>Crops that Kill Weeds</li><li>Crop Rotations</li><li>Intercropping</li><li>Weeder Geese</li><li>Tillage</li><li>Organic Methods</li><li>Herbicides</li><li>Classification of Herbicides</li><li>Timing of Application</li><li>Methods of Application</li><li>Integrated Weed Management</li></ul><p><strong>Module 8: Home Gardening</strong></p><ul><li>Introduction</li><li>Locating Plants</li><li>Characteristics of Home-Grown Plants</li><li>Care and Maintenance</li></ul><p><strong>Module 9: Ornamental Plants</strong></p><ul><li>Ornamental Horticulture</li><li>Ornamentals in Society</li><li>Herbaceous Ornamental Plants</li><li>Growth Cycle</li><li>Other Operational Classifications</li><li>Woody Ornamental Plants</li><li>Shrubs</li><li>Trees</li><li>Vines</li></ul><p><strong>Module 10: Cut Flowers</strong></p><ul><li>What Makes a Good Cut Flower?</li><li>In the Vase</li><li>Shedding</li><li>In the Garden</li><li>Harvesting</li><li>The Right Stage to Pick</li><li>How to Pick</li><li>How Often to Cut</li><li>Conditioning</li><li>Stem Preparation</li><li>Searing</li><li>Make Your Own Flower Food</li><li>Harvesting for Drying</li></ul><p><strong>Module 11: Permaculture</strong></p><ul><li>Definition</li><li>Permaculture Ethics</li><li>Aspects of Permaculture</li><li>Theories</li><li>Stacking<br /><ul><li>The Forest Garden</li></ul></li><li>Zones</li></ul><p><strong>Module 12: Aquaculture</strong></p><ul><li>Definition? ?</li><li>Aquaculture? ?Categories? ?<br /><ul><li>Cold Water Species</li><li>Temperate Water Species</li><li>Warm Water Species</li><li>Tropical Species</li></ul></li></ul><ul><li>Harvesting? ?Methods? ?for? ?Fish<br /><ul><li>The Seine or Drag Net</li><li>The Drain Harvest</li><li>Fish Pumps</li><li>?Other Harvesting Methods</li><li>Dip Nets</li></ul></li></ul><p><strong>Module 13: Animal Farming - Raising Beef Cattle</strong></p><ul><li>Cow</li><li>Raising Beef Cattle</li><li>Breeding</li><li>Natural Breeding</li><li>Artificial Breeding</li><li>Slaughter</li></ul><p><strong>Module 14: Animal Farming - Milking of Dairy Cattle</strong></p><ul><li>Milking</li><li>Milking Machine</li><li>Milking by Hand</li><li>Milk</li><li>Pasteurisation</li><li>Raw Milk</li><li>Storage</li><li>Usage</li></ul><p><strong>Course Assessment </strong></p><p>To simplify the procedure of evaluation and accreditation for learners, we provide an automated assessment system. Upon completion of an online module, you will immediately be given access to a specifically crafted MCQ test. The results will be evaluated instantly, and the score will be displayed for your perusal. For each test, the pass mark will be set to 60%.</p><p>When all tests have been successfully passed, you will be able to order a certificate endorsed by the Quality Licence Scheme.</p><p><strong>Certificate of Achievement</strong></p><p>Endorsed Certificate of Achievement from the Quality Licence Scheme<br />After successfully completing the (<strong>Agricultural Science at QLS Level 4</strong>), learners will get an endorsed certificate (included with the course) delivered right to their doorstep by post, without paying a single penny! Please note that learners residing outside the UK have to pay a £10 postage charge.<br />Accredited Certification from One Education<br />After successfully completing the MCQ assessment of this (<strong>Agricultural Science at QLS Level 4</strong>), you will also qualify for a CPD Accredited Certificate from One Education, as proof of your continued professional development. Certification is available in PDF format, at the cost of £9, or a hard copy can be sent to you via post, at the cost of £15.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        120 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This Agricultural Science at QLS Level 4 course is designed to enhance your expertise and boost your CV. Learn key skills and gain a certificate of achievement to prove your newly-acquired knowledge.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This Agricultural Science at QLS Level 4 course is open to all, with no formal entry requirements.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Upon successful completion of the Agricultural Science at QLS Level 4 Course, learners will be equipped with many indispensable skills and have the opportunity to grab. Jobs you can explore:</p><ul><li>General farmworker</li><li>Agricultural Liaison</li><li>Sustainable Farming Officer</li><li>Agriculture Specialist</li><li>Agricultural Inspector</li><li>Agricultural Service Technician</li></ul>
                        </div>

One Education

Agricultural Science at QLS Level 4 Course

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>This four-day course is intended for Windows Server Hybrid Administrators who have experience working with Windows Server and want to extend the capabilities of their on-premises environments by combining on-premises and hybrid technologies. Windows Server Hybrid Administrators implement and manage on-premises and hybrid solutions such as identity, management, compute, networking, and storage in a Windows Server hybrid environment.</p><p></p><p></p><p>This course teaches IT Professionals how to manage core Windows Server workloads and services using on-premises, hybrid, and cloud technologies. The course teaches IT Professionals how to implement and manage on-premises and hybrid solutions such as identity, management, compute, networking, and storage in a Windows Server hybrid environment.</p><p></p>Prerequisites<p></p><li>Experience with managing Windows Server operating system and Windows Server workloads in on-premises scenarios, including AD DS, DNS, DFS, Hyper-V, and File and Storage Services  </li><li>Experience with common Windows Server management tools (implied in the first prerequisite).  </li><li>Basic knowledge of core Microsoft compute, storage, networking, and virtualization technologies (implied in the first prerequisite).  </li><li>Experience and an understanding of core networking technologies such as IP addressing, name resolution, and Dynamic Host Configuration Protocol (DHCP)  </li><li>Experience working with and an understanding of Microsoft Hyper-V and basic server virtualization concepts  </li><li>Basic experience with implementing and managing IaaS services in Microsoft Azure  </li><li>Basic knowledge of Azure Active Directory  </li><li>Experience working hands-on with Windows client operating systems such as Windows 10 or Windows 11  </li><li>Basic experience with Windows PowerShell<p></p></li></div><div id="course-pills-2"><h3>1 - Introduction to AD DS</h3> <ul> <li>Define AD DS</li> <li>Define users, groups, and computers</li> <li>Define AD DS forests and domains</li> <li>Define OUs</li> <li>Manage objects and their properties in AD DS</li> </ul> <h3>2 - Manage AD DS domain controllers and FSMO roles</h3> <ul> <li>Deploy AD DS domain controllers</li> <li>Maintain AD DS domain controllers</li> <li>Manage the AD DS Global Catalog role</li> <li>Manage AD DS operations masters</li> <li>Manage AD DS schema</li> </ul> <h3>3 - Implement Group Policy Objects</h3> <ul> <li>Define GPOs</li> <li>Implement GPO scope and inheritance</li> <li>Define domain-based GPOs</li> <li>Create and configure a domain-based GPO</li> <li>Define GPO storage</li> <li>Define administrative templates</li> </ul> <h3>4 - Manage advanced features of AD DS</h3> <ul> <li>Create trust relationships</li> <li>Implement ESAE forests</li> <li>Monitor and troubleshoot AD DS</li> <li>Create custom AD DS partitions</li> </ul> <h3>5 - Implement hybrid identity with Windows Server</h3> <ul> <li>Select a Microsoft Entra integration model</li> <li>Plan for Microsoft Entra integration</li> <li>Prepare on-premises Active Directory for directory synchronization</li> <li>Install and configure directory synchronization with Microsoft Entra Connect</li> <li>Implement Seamless Single Sign-On</li> <li>Enable Microsoft Entra login in for Windows VM in Azure</li> <li>Describe Microsoft Entra Domain Services</li> <li>Implement and configure Microsoft Entra Domain Services</li> <li>Manage Windows Server 2019 in a Microsoft Entra Domain Services environment</li> <li>Create and configure a Microsoft Entra Domain Services instance</li> <li>Join a Windows Server VM to a managed domain</li> </ul> <h3>6 - Deploy and manage Azure IaaS Active Directory domain controllers in Azure</h3> <ul> <li>Select an option to implement directory and identity services using Active Directory Domain Services in Azure</li> <li>Deploy and configure Active Directory Domain Services domain controllers in Azure VMs</li> <li>Install a replica Active Directory domain controller in an Azure VM</li> <li>Install a new Active Directory forest on an Azure VNet</li> </ul> <h3>7 - Perform Windows Server secure administration</h3> <ul> <li>Define least privilege administration</li> <li>Implement delegated privileges</li> <li>Use privileged access workstations</li> <li>Use jump servers</li> </ul> <h3>8 - Describe Windows Server administration tools</h3> <ul> <li>Explore Windows Admin Center</li> <li>Use Server Manager</li> <li>List Remote Server Administration Tools</li> <li>Use Windows PowerShell</li> <li>Use Windows PowerShell to remotely administer a server</li> </ul> <h3>9 - Perform post-installation configuration of Windows Server</h3> <ul> <li>List the available post-installation configuration tools</li> <li>Configure Server Core using Sconfig</li> <li>Use DSC to configure Windows Server</li> <li>Perform post-installation configuration with Windows Admin Center</li> <li>Configure a server with answer files</li> </ul> <h3>10 - Just Enough Administration in Windows Server</h3> <ul> <li>Explain the concept of Just Enough Administration (JEA)</li> <li>Define role capabilities for a JEA endpoint</li> <li>Create a session configuration file to register a JEA endpoint</li> <li>Describe how JEA endpoints work to limit access to a PowerShell session</li> <li>Create and connect to a JEA endpoint</li> <li>Demonstration: Connect to a JEA endpoint</li> </ul> <h3>11 - Administer and manage Windows Server IaaS Virtual Machine remotely</h3> <ul> <li>Select the appropriate remote administration tool</li> <li>Manage Windows Virtual Machines with Azure Bastion</li> <li>Create an Azure Bastion host</li> <li>Configure just-in-time administration</li> </ul> <h3>12 - Manage hybrid workloads with Azure Arc</h3> <ul> <li>Describe Azure Arc</li> <li>Onboard Windows Server instances</li> <li>Connect hybrid machines to Azure from the Azure portal</li> <li>Use Azure Arc to manage Windows Server instances</li> <li>Restrict access with RBAC</li> </ul> <h3>13 - Configure and manage Hyper-V</h3> <ul> <li>Define Hyper-V</li> <li>Define Hyper-V Manager</li> <li>Configure Hyper-V hosts using best practices</li> <li>Configure Hyper-V networking</li> <li>Assess advanced Hyper-V networking features</li> <li>Define nested virtualization</li> </ul> <h3>14 - Configure and manage Hyper-V virtual machines</h3> <ul> <li>List the virtual machine configuration versions</li> <li>List the virtual machine generation versions</li> <li>List available VHD formats and types</li> <li>Create and configure VMs</li> <li>Determine storage options for VMs</li> <li>Define shared VHDs and VHD Sets</li> <li>Implement guest clusters using shared VHDX</li> </ul> <h3>15 - Secure Hyper-V workloads</h3> <ul> <li>Define guarded fabric</li> <li>Define the Host Guardian Service</li> <li>Explore TPM-trusted attestation</li> <li>Define KPS</li> <li>Determine key features of shielded VMs</li> <li>Compare encryption-supported and shielded VMs in a guarded fabric</li> <li>Implement a shielded VM</li> </ul> <h3>16 - Run containers on Windows Server</h3> <ul> <li>Define containers</li> <li>List the differences between containers and VMs</li> <li>Define Windows Server and Hyper-V containers and isolation modes</li> <li>Explore Docker</li> <li>Prepare a Windows Server 2019 host for container deployment</li> <li>Security, Storage, and Networking with Windows containers</li> </ul> <h3>17 - Orchestrate containers on Windows Server using Kubernetes</h3> <ul> <li>Define orchestration</li> <li>Define Kubernetes</li> <li>Deploy Kubernetes resources</li> <li>Create a Kubernetes cluster on Windows</li> <li>Define Azure Arc</li> <li>Connect an Azure Arc-enabled Kubernetes cluster to Azure Arc</li> </ul> <h3>18 - Plan and deploy Windows Server IaaS Virtual Machines</h3> <ul> <li>Describe Azure compute</li> <li>Describe Virtual Machine storage</li> <li>Deploy Azure Virtual Machines</li> <li>Create a windows Virtual Machine using the portal</li> <li>Create a windows Virtual Machine using Azure CLI</li> <li>Deploy Azure Virtual Machines using templates</li> <li>Describe additional management optimization options</li> </ul> <h3>19 - Customize Windows Server IaaS Virtual Machine images</h3> <ul> <li>Create a generalized image</li> <li>Create a new Virtual Machine from a managed image</li> <li>Create a managed image of a generalized virtual machine in Azure</li> <li>Create a Virtual Machine from a managed image</li> <li>Implement Azure Image Builder</li> <li>Create a windows Virtual Machine using Azure Image Builder template</li> <li>Create a Windows Virtual Machine with Azure Image Builder using PowerShell</li> </ul> <h3>20 - Automate the configuration of Windows Server IaaS Virtual Machines</h3> <ul> <li>Describe Azure Automation</li> <li>Implement Azure Automation with DSC</li> <li>Remediate noncompliant servers</li> <li>Describe Custom Script Extensions</li> <li>Configure a Virtual Machine by using DSC</li> </ul> <h3>21 - Deploy and manage DHCP</h3> <ul> <li>Use DHCP to simplify IP configuration</li> <li>Install and configure the DHCP role</li> <li>Configure DHCP options</li> <li>Configure DHCP scopes</li> <li>Select DHCP high availability options</li> <li>Implement DHCP Failover</li> </ul> <h3>22 - Implement Windows Server DNS</h3> <ul> <li>Explore the DNS architecture</li> <li>Work with DNS zones and records</li> <li>Install and configure the DNS role</li> <li>Implement DNS forwarding</li> </ul> <h3>23 - Implement IP Address Management</h3> <ul> <li>Define IP Address Management</li> <li>Deploy IP Address Management</li> <li>Administer IP Address Management</li> <li>Configure IP Address Management options</li> <li>Manage DNS zones with IP Address Management</li> <li>Manage DHCP servers with IP Address Management</li> <li>Use IP Address Management to manage IP addressing</li> </ul> <h3>24 - Implement remote access</h3> <ul> <li>Examine the remote access options in Windows Server</li> <li>Select and set up VPNs</li> <li>Use NPS to create and enforce network access policies</li> <li>Plan and implement NPS</li> <li>Deploy a PKI for remote access</li> <li>Use WAP as a reverse web proxy</li> </ul> <h3>25 - Implement hybrid network infrastructure</h3> <ul> <li>Describe Azure network topologies</li> <li>Implement Azure VPN options</li> <li>Create a route-based VPN gateway using the Azure portal</li> <li>Implement Azure ExpressRoute</li> <li>Configure Azure Virtual WAN</li> <li>Implement DNS in hybrid environments</li> </ul> <h3>26 - Implement DNS for Windows Server IaaS VMs</h3> <ul> <li>Understand Azure DNS</li> <li>Implement Azure DNS</li> <li>Create an Azure DNS zone and record using the Azure portal</li> <li>Implement DNS with Azure IaaS virtual machines</li> <li>Implement split-horizon DNS in Azure</li> <li>Troubleshoot DNS</li> </ul> <h3>27 - Implement Windows Server IaaS VM IP addressing and routing</h3> <ul> <li>Implement a virtual network</li> <li>Implement IaaS VM IP addressing</li> <li>Assign and manage IP addresses</li> <li>Configure a private IP address for a virtual machine using the Azure portal</li> <li>Create a virtual machine with a static public IP address using the Azure portal</li> <li>Implement IaaS virtual machine IP routing</li> <li>Implement IPv6 for Windows Server IaaS virtual machines</li> </ul> <h3>28 - Manage Windows Server file servers</h3> <ul> <li>Define the Windows Server file system</li> <li>List the benefits and uses of File Server Resource Manager</li> <li>Define SMB and its security considerations</li> <li>Configure SMB protocol</li> <li>Define Volume Shadow Copy Service</li> </ul> <h3>29 - Implement Storage Spaces and Storage Spaces Direct</h3> <ul> <li>Define the Storage Spaces architecture and its components</li> <li>List the functionalities, benefits, and use cases of Storage Spaces</li> <li>Implement Storage Spaces</li> <li>List the functionalities, components, benefits, and use cases of Storage Spaces Direct</li> <li>Implement Storage Spaces Direct</li> </ul> <h3>30 - Implement Windows Server Data Deduplication</h3> <ul> <li>Define the architecture, components, and functionality of Data Deduplication</li> <li>Define the use cases and interoperability of Data Deduplication</li> <li>Implement Data Deduplication</li> <li>Manage and maintain Data Deduplication</li> </ul> <h3>31 - Implement Windows Server iSCSI</h3> <ul> <li>List the functionalities, components, and use cases of iSCSI</li> <li>List the considerations for implementing iSCSI</li> <li>Implement iSCSI</li> <li>Configure high availability for iSCSI</li> </ul> <h3>32 - Implement Windows Server Storage Replica</h3> <ul> <li>List the functionalities and components of Storage Replica</li> <li>Examine the prerequisites for implementing Storage Replica</li> <li>Implement Storage Replica by using Windows Admin Center</li> <li>Implement Storage Replica by using Windows PowerShell</li> </ul> <h3>33 - Implement a hybrid file server infrastructure</h3> <ul> <li>Describe Azure File services</li> <li>Configure Azure Files</li> <li>Configure connectivity to Azure Files</li> <li>Describe Azure File Sync</li> <li>Implement Azure File Sync</li> <li>Deploy Azure File Sync</li> <li>Deploy Azure File Sync 2</li> <li>Manage cloud tiering</li> <li>Migrate from DFSR to Azure File Sync</li> </ul></div>

Microsoft AZ-900

Microsoft Certified Solutions Associate (MCSA)

Windows Server

Microsoft AZ-104

Microsoft AZ-303

Microsoft AZ-700

AZ-800T00 Administering Windows Server Hybrid Core Infrastructure

<section>
						<div>
				<div>
				<div>
			<div>
					<div>
				<section>
						<div>
				<div>
				<div>
			<div>
					<div>
				<div>

				</div>
				<div>
				<div>
					<div><p>Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step training course. This Forest Schooling has been specially designed to help learners gain a good command of Forest Schooling, providing them with a solid foundation of knowledge to become a qualified professional.</p><p>Through this Forest Schooling, you will gain both practical and theoretical understanding of Forest Schooling that will increase your employability in this field, help you stand out from the competition and boost your earning potential in no time.</p><p>Not only that, but this training includes up-to-date knowledge and techniques that will ensure you have the most in-demand skills to rise to the top of the industry. This qualification is fully accredited, broken down into several manageable modules, ideal for aspiring professionals. </p></div>
				</div>
				</div>
						</div>
			</div>
		</div>
						</div>
			</div>
		</section>
				<section>
						<div>
				<div>
				<div>
			<div>
					<div>
				<div>
				<div>
					<div>
																					</div>
				</div>
				</div>
				<div>
				<h2>Learning outcome</h2>
				</div>
				<div>
				<div>
					<ul>
							<li>
											<span>
													</span>
										<span>Get a deep understanding of Forest Schooling just in hours not years</span>
									</li>
								<li>
											<span>
													</span>
										<span>Familiar yourself with the recent development and updates of the relevant industry</span>
									</li>
								<li>
											<span>
													</span>
										<span>Know how to use your theoretical and practical knowledge to adapt in any working environment</span>
									</li>
								<li>
											<span>
													</span>
										<span>Get help from our expert tutors anytime you need</span>
									</li>
								<li>
											<span>
													</span>
										<span> Access to course contents that are designed and prepared by industry professionals</span>
									</li>
								<li>
											<span>
													</span>
										<span>Study at your convenient time and from wherever you want </span>
									</li>
						</ul>
				</div>
				</div>
						</div>
			</div>
		</div>
						</div>
			</div>
		</section>
						</div>
			</div>
		</div>
				<div>
			<div>
					<div>
				<section>
						<div>
				<div>
				<div>
			<div>
					<div>
				<div>
				<div>
					<div>
																					</div>
				</div>
				</div>
				<div>
				<h2>Requirements</h2>
				</div>
				<div>
				<div>
					<ul>
							<li>
											<span>
													</span>
										<span>No formal qualifications required, anyone from any academic background can take this course.</span>
									</li>
								<li>
											<span>
													</span>
										<span>Access to any internet-enabled smart device.</span>
									</li>
						</ul>
				</div>
				</div>
						</div>
			</div>
		</div>
						</div>
			</div>
		</section>
				<section>
						<div>
				<div>
				<div>
			<div>
					<div>
				<div>
				<h2>Why should I take this course?</h2>
				</div>
				<div>
				<div>
					<ul>
							<li>
											<span>
													</span>
										<span>Affordable premium-quality E-learning content, you can learn at your own pace.</span>
									</li>
								<li>
											<span>
													</span>
										<span>You will receive a completion certificate upon completing the course.</span>
									</li>
								<li>
											<span>
													</span>
										<span>Internationally recognized Accredited Qualification will boost up your resume.</span>
									</li>
								<li>
											<span>
													</span>
										<span>You will learn the researched and proven approach adopted by successful people to transform their careers.</span>
									</li>
								<li>
											<span>
													</span>
										<span>You will be able to incorporate various practical techniques successfully and understand your customers better.</span>
									</li>
						</ul>
				</div>
				</div>
						</div>
			</div>
		</div>
						</div>
			</div>
		</section>
						</div>
			</div>
		</div>
						</div>
			</div>
		</section><div>
                            <div>
                                <h2>Course Curriculum</h2>
                            </div>
                            			<div>
				

<div>
<table width="100%">				<tbody><tr>
					<td colspan="4"><strong>Module 01: Forest Schooling</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest Schooling</td><td><span>🕐 00:06:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 02: Benefits of Forest Schooling</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Benefits of Forest Schooling</td><td><span>🕐 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 03: Forest School Programme</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest School Programme</td><td><span>🕐 00:14:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 04: Learning Activities in Forest School</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Learning Activities in Forest School</td><td><span>🕐 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 05: Playing Activities in Forest Schoo</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Playing Activities in Forest School</td><td><span>🕐 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 06: Survival Activities in Forest School</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Survival Activities in Forest School</td><td><span>🕐 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 07: Child Development</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Child Development</td><td><span>🕐 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 08: Eco-Friendly Forest Schooling</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Eco-Friendly Forest Schooling</td><td><span>🕐 00:08:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Module 09: Safety and Risk Management</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Safety and Risk Management</td><td><span>🕐 00:08:00</span></td>
				</tr>
								<tr>
					<td colspan="4"><strong>Assignment</strong></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Assignment - Forest Schooling</td><td><span>🕐 05:01:00</span></td>
				</tr>
				</tbody></table></div>

			</div>
		                        </div>

Skill Up

Certificate in Further Education & Training (Cert Ed)

Forestry

Forest Therapy

Professional Skills Course (PSC)

Forest School

Trainers Course

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Forest Schooling

<h3><b>Overview</b></h3>
<p><b>Uplift Your Career &amp; Skill Up to Your Dream Job - Learning Simplified From Home!</b></p>
<p><span>Kickstart your career &amp; boost your employability by helping you discover your skills, talents and interests with our special </span><b>Forest Schooling </b><span>Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces.</span></p>
<p><span>The </span><b>Forest Schooling </b><span>Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This </span><b>Forest Schooling </b><span>Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field.</span></p>
<p><span>This </span><b>Forest Schooling </b><span>Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly.</span></p>
<p><span>At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support.</span></p>
<h3><b>Why buy this Forest Schooling?</b></h3>
<ol>
<li><span>Unlimited access to the course for forever</span></li>
<li><b>Digital Certificate, Transcript, student ID</b><span> all included in the price</span></li>
<li><span>Absolutely no hidden fees</span></li>
<li><span>Directly receive </span><b>CPD </b><span>accredited qualifications after course completion</span></li>
<li><span>Receive one to one assistance on every weekday from professionals</span></li>
<li><span>Immediately receive the PDF certificate after passing</span></li>
<li><span>Receive the original copies of your certificate and transcript on the next working day</span></li>
<li><span>Easily learn the skills and knowledge from the comfort of your home</span></li>
</ol>
<h3><b>Certification</b></h3>
<p><span>After studying the course materials of the </span><b>Forest Schooling</b><span> there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60.</span></p>
<h3><b>Who is this course for?</b></h3>
<p><span>This </span><b>Forest Schooling</b><span> course is ideal for</span></p>
<ul>
<li><span>Students</span></li>
<li><span>Recent graduates</span></li>
<li><span>Job Seekers</span></li>
<li><span>Anyone interested in this topic</span></li>
<li><span>People already working in the relevant fields and want to polish their knowledge and skill.</span></li>
</ul>
<h3><b>Prerequisites</b></h3>
<p><span>This </span><b>Forest Schooling</b><span> does not require you to have any prior qualifications or experience. You can just enrol and start learning.This </span><b>Forest Schooling</b><span> was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection.</span></p>
<h3><b>Career path</b></h3>
<p><span>As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This </span><b>Forest Schooling </b><span>is a great way for you to gain multiple skills from the comfort of your home.</span></p><div>
				<h3>
	<span>Course Curriculum</span>
</h3>

<div>
<table width="100%">				<tbody><tr>
					<td colspan="4"> Module 01: Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:06:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 02: Benefits of Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Benefits of Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 03: Forest School Programme</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest School Programme</td>
					<td> </td>
					<td><span><i></i> 00:14:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 04: Learning Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Learning Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 05: Playing Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Playing Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 06: Survival Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Survival Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 07: Child Development</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Child Development</td>
					<td> </td>
					<td><span><i></i> 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 08: Eco-Friendly Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Eco-Friendly Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:08:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 09: Safety and Risk Management</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Safety and Risk Management</td>
					<td> </td>
					<td><span><i></i> 00:08:00</span></td>
				</tr>
				</tbody></table></div>

			</div>

Studyhub UK

Online Course Marketing

<div>
						<div>
				<div>
									<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
								<div>
				<p><span>Register on the Forest Schooling today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career.</span></p><p><span>The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials.</span></p><p><span>Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion.</span></p><p><span>The Forest Schooling is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones.</span></p><p><span>The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly!</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>What You Get With The Forest Schooling</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<ul><li><span>Receive an e-certificate upon successful completion of the course</span></li><li><span>Get taught by experienced, professional instructors</span></li><li><span>Study at a time and pace that suits your learning style</span></li><li><span>Get instant feedback on assessments </span></li><li><span>24/7 help and advice via email or live chat</span></li><li><span>Get full tutor support on weekdays (Monday to Friday)</span></li></ul>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
					<div>
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
					</div>
			</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Course Design</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<div id="course-home"><div><p><span>The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.</span></p><p><span>You are taught through a combination of</span></p><ul><li><span>Video lessons</span></li><li><span>Online study materials</span></li></ul></div></div>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Certification</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99.</span></p>					</div>
						</div>
				</div>
				<div>
				<div>
			<h2>Who Is This Course For</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Requirements</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>The online training is open to all students and has no formal entry requirements. To study the Forest Schooling, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
									</div>
			</div>
					</div><div>
				<h3>Course Content</h3>

<div id="course_curriculum">
<table width="100%">				<tbody><tr>
					<td colspan="4"> Module 01: Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:17:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 02: Benefits of Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Benefits of Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:16:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 03: Forest School Programme</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest School Programme</td>
					<td> </td>
					<td><span><i></i> 00:16:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 04: Learning Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Learning Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:18:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 05: Playing Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Playing Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:17:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 06: Survival Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Survival Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:18:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 07: Child Development</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Child Development5</td>
					<td> </td>
					<td><span><i></i> 00:17:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 08: Eco-Friendly Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Eco-Friendly Forest Schooling5</td>
					<td> </td>
					<td><span><i></i> 00:15:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 09: Safety and Risk Management</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Safety and Risk Management</td>
					<td> </td>
					<td><span><i></i> 00:16:00</span></td>
				</tr>
				</tbody></table></div>

			</div>
			<h2>Frequently Asked Questions</h2>
                        <div>
                            <div>
                                <span>
                                    Are there any prerequisites for taking the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        There are no specific prerequisites for this course, nor
                                        are there any formal entry requirements. All you need is
                                        an internet connection, a good understanding of English
                                        and a passion for learning for this course.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Can I access the course at any time, or is there a set
                                    schedule?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        You have the flexibility to access the course at any time
                                        that suits your schedule. Our courses are self-paced,
                                        allowing you to study at your own pace and convenience.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    How long will I have access to the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        For this course, you will have access to the course
                                        materials for 1 year only. This means you can review the
                                        content as often as you like within the year, even after
                                        you've completed the course. However, if you buy Lifetime
                                        Access for the course, you will be able to access the
                                        course for a lifetime.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Is there a certificate of completion provided after
                                    completing the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        Yes, upon successfully completing the course, you will
                                        receive a certificate of completion. This certificate can
                                        be a valuable addition to your professional portfolio and
                                        can be shared on your various social networks.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Can I switch courses or get a refund if I'm not satisfied
                                    with the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        We want you to have a positive learning experience. If
                                        you're not satisfied with the course, you can request a
                                        course transfer or refund within 14 days of the initial
                                        purchase.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    How do I track my progress in the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        Our platform provides tracking tools and progress
                                        indicators for each course. You can monitor your progress,
                                        completed lessons, and assessments through your learner
                                        dashboard for the course.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    What if I have technical issues or difficulties with the
                                    course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        If you encounter technical issues or content-related
                                        difficulties with the course, our support team is
                                        available to assist you. You can reach out to them for
                                        prompt resolution.
                                    </p>
                                </div>
                            </div>
                        </div>

Janets

Online Course Creation

Online Education

<div>
						<div>
				<div>
									<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
								<div>
				<p><span>Register on the Forest Schooling today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career.</span></p><p><span>The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials.</span></p><p><span>Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as proof of your course completion.</span></p><p><span>The Forest Schooling is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones.</span></p><p><span>The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly!</span></p><h5><b>What You Get With The Forest Schooling</b></h5><ul><li><span>Receive a e-certificate upon successful completion of the course</span></li><li><span>Get taught by experienced, professional instructors</span></li><li><span>Study at a time and pace that suits your learning style</span></li><li><span>Get instant feedback on assessments </span></li><li><span>24/7 help and advice via email or live chat</span></li><li><span>Get full tutor support on weekdays (Monday to Friday)</span></li></ul>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
					<div>
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
							
					<div></div>
											<div></div>
														
					</div>
			</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Course Design</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<div id="course-home"><div><p><span>The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.</span></p><p><span>You are taught through a combination of</span></p><ul><li><span>Video lessons</span></li><li><span>Online study materials</span></li></ul></div></div>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Certification</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99.</span></p>					</div>
						</div>
				</div>
				<div>
				<div>
			<h2>Who Is This Course For:</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Requirements:</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>The online training is open to all students and has no formal entry requirements. To study the Forest Schooling, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
									</div>
			</div>
					</div><div>
				<h3>Course Content</h3>

<div id="course_curriculum">
<table width="100%">				<tbody><tr>
					<td colspan="4">Module 01: Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:06:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 02: Benefits of Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Benefits of Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 03: Forest School Programme</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest School Programme</td>
					<td> </td>
					<td><span><i></i> 00:14:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 04: Learning Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Learning Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 05: Playing Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Playing Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 06: Survival Activities in Forest School</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Survival Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 07: Child Development</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Child Development</td>
					<td> </td>
					<td><span><i></i> 00:12:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 08: Eco-Friendly Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Eco-Friendly Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:08:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Module 09: Safety and Risk Management</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Safety and Risk Management</td>
					<td> </td>
					<td><span><i></i> 00:08:00</span></td>
				</tr>
				</tbody></table></div>

			</div>
			<h2>Frequently Asked Questions</h2>
                        <div>
                            <div>
                                <span>
                                    Are there any prerequisites for taking the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        There are no specific prerequisites for this course, nor
                                        are there any formal entry requirements. All you need is
                                        an internet connection, a good understanding of English
                                        and a passion for learning for this course.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Can I access the course at any time, or is there a set
                                    schedule?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        You have the flexibility to access the course at any time
                                        that suits your schedule. Our courses are self-paced,
                                        allowing you to study at your own pace and convenience.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    How long will I have access to the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        For this course, you will have access to the course
                                        materials for 1 year only. This means you can review the
                                        content as often as you like within the year, even after
                                        you've completed the course. However, if you buy Lifetime
                                        Access for the course, you will be able to access the
                                        course for a lifetime.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Is there a certificate of completion provided after
                                    completing the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        Yes, upon successfully completing the course, you will
                                        receive a certificate of completion. This certificate can
                                        be a valuable addition to your professional portfolio and
                                        can be shared on your various social networks.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    Can I switch courses or get a refund if I'm not satisfied
                                    with the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        We want you to have a positive learning experience. If
                                        you're not satisfied with the course, you can request a
                                        course transfer or refund within 14 days of the initial
                                        purchase.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    How do I track my progress in the course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        Our platform provides tracking tools and progress
                                        indicators for each course. You can monitor your progress,
                                        completed lessons, and assessments through your learner
                                        dashboard for the course.
                                    </p>
                                </div>
                            </div>
                        </div>
                        
                        <div>
                            <div>
                                <span>
                                    What if I have technical issues or difficulties with the
                                    course?
                                </span>
                                <div>
                                    <span></span>
                                </div>
                            </div>
                            <div>
                                <div>
                                    <p>
                                        If you encounter technical issues or content-related
                                        difficulties with the course, our support team is
                                        available to assist you. You can reach out to them for
                                        prompt resolution.
                                    </p>
                                </div>
                            </div>
                        </div>

<strong>A step-by-step guide that walks you through the fundamentals of Python programming followed using Python libraries to create random forest from scratch. A comprehensive course designed for both beginners with some programming experience or even those who know nothing about ML and random forest!</strong>
        <p>Machine learning is designed to understand and build methods that 'learn' to leverage data to improve performance on a set of tasks. Machine learning algorithms are used in a plethora of applications in medicine, email filtering, speech recognition, and more, where it is challenging to develop conventional algorithms to perform tasks.

The course begins with an introduction to machine learning concepts and explains the motivation for machine learning. The course teaches all major concepts about Python including variables, objects, strings, loops, decision-making statements, classes, and a small project to recap. You will learn to use the power of Python to train your machine and make predictions and implement the ML algorithm 'Random Forest.' Use NumPy with Python for array handling, Pandas data frames for Excel files, and matplotlib for data visualization. You will learn to use Random Forest with sklearn, Matplotlib for Python plotting, and SciKit-Learn for Random Forest.

Upon completion, you will Implement the structure of forest, impurity, information gain, partitions, leaf nodes, and decision nodes using Python and create a complete structure for Random Forest using Python to build one tree that lets you create an entire forest. You will write an accuracy calculator function and implement Random Forest on any dataset.

All resources are available at: https://github.com/PacktPublishing/Machine-Learning-Random-Forest-with-Python-from-Scratch-</p>
        <h2>What You Will Learn</h2><p>Use Random Forest with sklearn and Matplotlib for Python plotting<br>Use SciKit-Learn for Random Forest using the titanic dataset<br>Learn forest structure, impurity, partition, leaf/decision nodes<br>Create a complete Random Forest structure from scratch using Python<br>Build one tree that adds up to create a complete forest<br>Write accuracy calculator functions and implement them on any dataset</p>
        <h2>Audience</h2><p>This course is for you if you want to learn how to program in Python for machine learning or want to make a predictive analysis model.<br><br>This course is for someone who is an absolute beginner and has truly little or even zero ideas of machine learning or wants to learn random forest from zero to hero.</p>
        <h2>Approach</h2><p>This course delivers a step-by-step tutorial with carefully structured video lectures. It builds on what has already been explained and moves one step forward. The course assigns a small task to be solved at the beginning of each lecture, thus keeping you continuously abreast.</p>
        <h2>Key Features</h2><p>Use the power of Python to train your machine to learn like a human and make predictions! * Learn data preprocessing steps to prepare data for machine learning algorithms * Master machine learning concepts and implement the essential ML algorithm, Random Forest</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Machine-Learning-Random-Forest-with-Python-from-Scratch-</p>
        <h2>About the Author</h2><h3>AI Sciences</h3><p>AI Sciences are experts, PhDs, and artificial intelligence practitioners, including computer science, machine learning, and Statistics. Some work in big companies such as Amazon, Google, Facebook, Microsoft, KPMG, BCG, and IBM.

AI sciences produce a series of courses dedicated to beginners and newcomers on techniques and methods of machine learning, statistics, artificial intelligence, and data science. They aim to help those who wish to understand techniques more easily and start with less theory and less extended reading. Today, they publish more comprehensive courses on specific topics for wider audiences.

Their courses have successfully helped more than 100,000 students master AI and data science.</p>
        <h2>Course Outline</h2><h4>1. Introduction to the Course</h4><p>This section briefly outlines the Random Forest machine learning algorithm. The section also details what you will learn in this course and the benefits of enrolling in this course.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction and Instructor</p><p style='margin: 0'>In this video, you will learn about the course content in general, the features and benefits of this course, as well as a brief introduction to the instructor.</p></td></tr><tr><td style='padding: 15px;'><p>2. Motivation for the Course</p><p style='margin: 0'>This lecture provides an overview of the benefits of enrolling in this course.</p></td></tr><tr><td style='padding: 15px;'><p>3. Past, Present, and Future of Machine Learning</p><p style='margin: 0'>This lecture illustrates why machine learning has started evolving recently and the future that beholds machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>4. Course Overview</p><p style='margin: 0'>This video will introduce you to Python, machine learning, and Random Forest and discuss the live implementations, quizzes, and projects.</p></td></tr></tbody></table><br><h4>2. Introduction to Python</h4><p>This section focuses on the Python programming language. This section will delve deep into datatypes, numbers, strings, lists, sets, dictionaries, and operators used in Python. You will also learn about loops and functions and work on a calculator project.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Hello World</p><p style='margin: 0'>In this video, we will understand the importance of Python for machine learning, use an IDE (jupyter), and create a Hello World program.</p></td></tr><tr><td style='padding: 15px;'><p>2. Introduction to Data Types</p><p style='margin: 0'>This video introduces us to Python's six data types: numbers, strings, lists, dictionaries, tuples, and sets.</p></td></tr><tr><td style='padding: 15px;'><p>3. Numbers</p><p style='margin: 0'>This lesson will teach us about numbers, the first standard datatype in Python, used for arithmetic operations and storing information.</p></td></tr><tr><td style='padding: 15px;'><p>4. Strings</p><p style='margin: 0'>Here, we will look at the second datatype, strings, which are characters, used to represent text instead of numbers.</p></td></tr><tr><td style='padding: 15px;'><p>5. Tuples</p><p style='margin: 0'>In this topic on tuples, you will learn how to get a starting index of a substring and write a simple program to find the starting index of the word WORLD.</p></td></tr><tr><td style='padding: 15px;'><p>6. Lists</p><p style='margin: 0'>We shall look at the following datatype: lists, mutable (changeable) after creation.</p></td></tr><tr><td style='padding: 15px;'><p>7. Sets</p><p style='margin: 0'>Our next datatype is a set, an unordered collection of iterable and mutable data.</p></td></tr><tr><td style='padding: 15px;'><p>8. Dictionaries</p><p style='margin: 0'>Let's look at the final datatype, dictionaries, indexed, changeable, and unordered data collection.</p></td></tr><tr><td style='padding: 15px;'><p>9. Comparison Operators</p><p style='margin: 0'>Here, you will learn about Python's two types of operators, the comparison operator, and the logical operator.</p></td></tr><tr><td style='padding: 15px;'><p>10. Logical Operators, User Input, Game</p><p style='margin: 0'>This video will teach us about the three types of logical operators: AND, OR, and Not(!).</p></td></tr><tr><td style='padding: 15px;'><p>11. Decision Making (if, else, elif)</p><p style='margin: 0'>Let's understand the fundamental element of any programming language: decision-making. We will look at the if, else, and elif statements.</p></td></tr><tr><td style='padding: 15px;'><p>12. Decision Making (nested if)</p><p style='margin: 0'>Continuing with the decision-making lesson, we will understand what a nested if statement is.</p></td></tr><tr><td style='padding: 15px;'><p>13. Better Coding Practice, Completing the Game</p><p style='margin: 0'>In this lecture, we will complete the game we left in the previous lesson.</p></td></tr><tr><td style='padding: 15px;'><p>14. For Loop</p><p style='margin: 0'>Let's understand the for loop and how it is used to iterate a sequence, which is a list, tuple, string, dictionary, or set.</p></td></tr><tr><td style='padding: 15px;'><p>15. While Loop</p><p style='margin: 0'>Let's understand the while loop, a conditional loop that runs until a given condition is fulfilled.</p></td></tr><tr><td style='padding: 15px;'><p>16. Simple Functions</p><p style='margin: 0'>Here, we will understand what a function is, how to pass data or parameters into a function, and understand the different types of functions.</p></td></tr><tr><td style='padding: 15px;'><p>17. Boolean and Value Returning Function</p><p style='margin: 0'>In this video, we will discuss a function that returns values as true or false, also called the Boolean function.</p></td></tr><tr><td style='padding: 15px;'><p>18. Calculator Project</p><p style='margin: 0'>This video demonstrates how to create our calculator using addition and subtraction functions.</p></td></tr></tbody></table><br><h4>3. Introduction to Machine Learning</h4><p>This section delves deep into the core concepts of machine learning. You will learn how to train our machine, create labels and features, learn about the various data formats, and understand classification, regression, and clustering.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Let's Introduce Machine Learning</p><p style='margin: 0'>This brief video outlines machine learning, its importance, and how it can be used in various applications to make life easier.</p></td></tr><tr><td style='padding: 15px;'><p>2. Kids versus Computer Learning</p><p style='margin: 0'>In this lesson, we will compare their learning features to understand the fundamental difference between a kid and a computer.</p></td></tr><tr><td style='padding: 15px;'><p>3. Dataset</p><p style='margin: 0'>In this lesson, we will dive into the hardcore process of machine learning and the fundamental elements used in machine learning, like datasets, training and testing data, outliers, models, and so on.</p></td></tr><tr><td style='padding: 15px;'><p>4. Labels and Features</p><p style='margin: 0'>In this lesson, we will look at a target or label as output data and feature, a measurable property or characteristic of an element.</p></td></tr><tr><td style='padding: 15px;'><p>5. Outliers</p><p style='margin: 0'>Let's look at outliers, the data points of a dataset that differ from others and are usually excluded by visualizing a dataset.</p></td></tr><tr><td style='padding: 15px;'><p>6. Model and Training</p><p style='margin: 0'>Here, we will look at a machine learning model, an arithmetic expression or equation that fits and learns to predict data.</p></td></tr><tr><td style='padding: 15px;'><p>7. Overfitting and Underfitting</p><p style='margin: 0'>In this video, you will learn about overfitting, a modeling error when a model performs well in training but not in testing, and underfitting, where the model neither performs well during training nor during testing.</p></td></tr><tr><td style='padding: 15px;'><p>8. Accuracy and Error</p><p style='margin: 0'>This lecture explains accuracy and error in data when the predicted outcome is close to the expected result and when it is not defined as an error.</p></td></tr><tr><td style='padding: 15px;'><p>9. Formats of Data</p><p style='margin: 0'>You will learn about the different data formats in machine learning, including structured (labeled or unlabeled) and unstructured data, and how to choose the best format.</p></td></tr><tr><td style='padding: 15px;'><p>10. Types of Learning</p><p style='margin: 0'>Here, we will understand the learning types, including supervised and unsupervised machine learning algorithms.</p></td></tr><tr><td style='padding: 15px;'><p>11. Classification versus Regression</p><p style='margin: 0'>Let's learn about the three modes of machine learning: classification, regression, and clustering.</p></td></tr><tr><td style='padding: 15px;'><p>12. Clustering</p><p style='margin: 0'>In this lesson, you will learn about an unsupervised branch of learning called clustering, which involves grouping elements with no labels to classify them.</p></td></tr><tr><td style='padding: 15px;'><p>13. Recap, Flow of Machine Learning Project</p><p style='margin: 0'>This video is a quick recap of what we have learned thus far, and we will also be working on a project called the Flow of Machine Learning.</p></td></tr></tbody></table><br><h4>4. Random Forest Step-by-Step</h4><p>This section focuses on the Random Forest concepts that deal with reading and manipulating datasets; you will learn about the pros and cons of Random Forest and use pandas for the Random Forest.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction and Motivation</p><p style='margin: 0'>This video outlines the concepts of Random Forest when we can use the Random Forest, and its benefits and features.</p></td></tr><tr><td style='padding: 15px;'><p>2. How Decision Trees and Random Forest Work</p><p style='margin: 0'>We will understand what a decision tree is and create a decision tree and get a prediction result from the decision tree.</p></td></tr><tr><td style='padding: 15px;'><p>3. Pros and Cons of Random Forest</p><p style='margin: 0'>In this video, we will look at the benefits and limitations of Random Forest and the complexities involved in decision-making using Random Forest.</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to the Final Project</p><p style='margin: 0'>In this video, we will discuss our final project, which classifies the titanic dataset using Random Forest.</p></td></tr><tr><td style='padding: 15px;'><p>5. Using NumPy for Random Forest</p><p style='margin: 0'>In this lesson, you will learn about the NumPy tool available in the Python library and look at the advantages of using NumPy.</p></td></tr><tr><td style='padding: 15px;'><p>6. Using Pandas for Random Forest (1)</p><p style='margin: 0'>This video introduces us to Pandas data structures and analysis tools, which help make data easy to handle and intuitive.</p></td></tr><tr><td style='padding: 15px;'><p>7. Using Pandas for Random Forest (2)</p><p style='margin: 0'>This is a continuation of the previous lesson, and here we will look at conditionally selecting values from a dataset.</p></td></tr><tr><td style='padding: 15px;'><p>8. Reading and Manipulating Dataset</p><p style='margin: 0'>Previously, you learned how to read a dataset; now, we will look at manipulating the data and using a sample dataset in our code.</p></td></tr><tr><td style='padding: 15px;'><p>9. Using Matplotlib for Data Visualization (1)</p><p style='margin: 0'>This video demonstrates data visualization using the Matplotlib function and explains data cleaning by removing outliers and filling in missing values.</p></td></tr><tr><td style='padding: 15px;'><p>10. Using Matplotlib for Data Visualization (2)</p><p style='margin: 0'>In this continuation lecture, we will focus on completing the assignment that we started on in the last lesson.</p></td></tr><tr><td style='padding: 15px;'><p>11. Dealing with Missing Values</p><p style='margin: 0'>Let's look at the first step involved in the data cleaning process, which is filling or removing missing values from a dataset.</p></td></tr><tr><td style='padding: 15px;'><p>12. Outliers Removal</p><p style='margin: 0'>In the second part of the data cleaning process, we will look at an outlier in detail and learn how to correct or remove the outlier.</p></td></tr><tr><td style='padding: 15px;'><p>13. Categorical to Numeric Conversion</p><p style='margin: 0'>In a machine, it understands values in the form of numbers. You will learn how to convert non-numeric data to numeric without changing the feature of the value.</p></td></tr><tr><td style='padding: 15px;'><p>14. Quick Implementation of Random Forest Model</p><p style='margin: 0'>Let's quickly implement Random Forest using the sklearn Random Forest model to tune the model's performance according to the project.</p></td></tr><tr><td style='padding: 15px;'><p>15. Feature Importance</p><p style='margin: 0'>After understanding features in a previous lesson, we will look at finding the most critical features' probability.</p></td></tr><tr><td style='padding: 15px;'><p>16. Recursion</p><p style='margin: 0'>In this video, you will learn about a complete implementation of the Random Forest using only Pandas to read the data and look at the results of the sklearn function.</p></td></tr><tr><td style='padding: 15px;'><p>17. Structure</p><p style='margin: 0'>In this video, we will discuss the structures of a Random Forest, namely forest, tree, leaf node, and decision node.</p></td></tr><tr><td style='padding: 15px;'><p>18. Importing Data, Helper Functions</p><p style='margin: 0'>Before creating a decision tree, we will first learn to import our dataset using Pandas.</p></td></tr><tr><td style='padding: 15px;'><p>19. Question and Partition</p><p style='margin: 0'>In this video, you will learn to create two more helper functions, question, and partition, which define statements for querying and retrieving data.</p></td></tr><tr><td style='padding: 15px;'><p>20. Impurity</p><p style='margin: 0'>Like all dataset characteristics, we will look at the impurities in a dataset and how they should be minimum in a good dataset.</p></td></tr><tr><td style='padding: 15px;'><p>21. Information Gain</p><p style='margin: 0'>In this video, we will define columns for questioning and determine how much information can be gained by splitting a column.</p></td></tr><tr><td style='padding: 15px;'><p>22. Best Slip</p><p style='margin: 0'>Here, we will determine the best split at any decision node where information is maximum and split into two branches, true and false.</p></td></tr><tr><td style='padding: 15px;'><p>23. Leaf and Decision Node</p><p style='margin: 0'>In this lesson, you will learn to create two classes, a leaf node and a decision node, with a constructor.</p></td></tr><tr><td style='padding: 15px;'><p>24. How to Build a Tree</p><p style='margin: 0'>After creating the decision node and leaf node classes, we will build our tree to add the nodes.</p></td></tr><tr><td style='padding: 15px;'><p>25. How to Classify</p><p style='margin: 0'>Let's learn to write a classification method that will train our module and help us get predictions.</p></td></tr><tr><td style='padding: 15px;'><p>26. Accuracy and Error</p><p style='margin: 0'>In this video, you will learn to implement the accuracy method to help determine our model's performance.</p></td></tr></tbody></table><br><h4>5. Conclusion</h4><p>This section focuses on all the concepts learned so far and summarizes them succinctly.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Concluding remarks</p><p style='margin: 0'>In this video, we will look at the concluding remarks of the course and recap what we learned through the course, briefly.</p></td></tr></tbody></table>

Python

A step-by-step guide that walks you through the fundamentals of Python programming followed using Python libraries to create random forest from scratch. A comprehensive course designed for both beginners with some programming experience or even those who know nothing about ML and random forest!

<div>
						<div>
							<div>
							<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Overview
</h2>		</div>
				</div>
				<div>
				<div>
								<div>
					<p>This comprehensive course on <strong>Forest Schooling </strong>will deepen your understanding on this topic.</p><p>After successful completion of this course you can acquire the required skills in this sector. This <strong>Forest Schooling </strong> comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market.   </p><p>So enroll in this course today to fast-track your career ladder</p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
								</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>How will I get my certificate?</h2>		</div>
				</div>
				<div>
				<div>
								<div>
					<p>You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate.</p>					</div>
						</div>
				</div>
				<div>
				<div>
			<h2>Who is This course for?</h2>		</div>
				</div>
				<div>
				<div>
								<div>
					<p>There is no experience or previous qualifications required for enrolment on this <strong>Forest Schooling</strong>. It is available to all students, of all academic backgrounds</p>					</div>
						</div>
				</div>
				<div>
				<div>
			<h2>Requirements</h2>		</div>
				</div>
				<div>
				<div>
								<div>
					<p>Our <strong>Forest Schooling</strong> is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smart phones so you can access your course on Wi-Fi, 3G or 4G.</p><p>There is no time limit for completing this course, it can be studied in your own time at your own pace</p>					</div>
						</div>
				</div>
				<div>
				<div>
			<h2>Career Path</h2>		</div>
				</div>
				<div>
				<div>
								<div>
					<p>Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillet will help you to-</p><ul><li>Open doors of opportunities</li><li>Increase your adaptability</li><li>Keep you relevant</li><li>Boost confidence</li></ul><p>And much more!</p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
						</div>
						</div>
					</div> <h3>Course Curriculum</h3><div><p>10 sections • 10 lectures • 01:30:00 total length</p></div><div><div><div><div><div><div><div><p>•Forest Schooling: 00:06:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Benefits of Forest Schooling: 00:10:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Forest School Programme: 00:14:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Learning Activities in Forest School: 00:10:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Playing Activities in Forest School: 00:10:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Survival Activities in Forest School: 00:12:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Child Development: 00:12:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Eco-Friendly Forest Schooling: 00:08:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Safety and Risk Management: 00:08:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Assignment - Forest Schooling: 00:00:00</p></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div>

<p>Tired of browsing and searching for a <strong>Forest Schooling Training </strong> course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and review this extensive bundle with everything you need to succeed.</p><p>After surveying thousands of learners just like you and considering their valuable feedback, this all-in<strong>-</strong>one Forest Schooling Training bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Forest Schooling Training course that will enhance your skills and prepare you for the competitive job market.</p><p>Also, our experts are available to answer your queries on Forest Schooling Training and help you along your learning journey. Advanced audio-visual learning modules of these Forest Schooling Training courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once.</p><p>Furthermore, to help you showcase your expertise in Forest Schooling Training, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest.</p><p><strong>This Forest Schooling Training Bundle Consists of the following Premium courses: </strong></p><ul><li><strong> Course 01:</strong> Forest Schooling</li><li><strong> Course 02:</strong> Youth Work Certificate Complete Diploma</li><li><strong> Course 03:</strong> Personal Development Masterclass</li><li><strong> Course 04:</strong> Neuropsychology and Development of Children</li><li><strong> Course 05:</strong> Child Playwork</li><li><strong> Course 06: </strong>Gardening and Horticulture</li><li><strong> Course 07: </strong>Botany</li><li><strong> Course 08:</strong> Electrical and Fire Safety Training - Level 2</li><li><strong> Course 09: </strong>Risk Management</li><li><strong> Course 10:</strong> Safeguarding Children Level 3</li><li><strong> Course 11:</strong> Creative Thinking for Everyday Life</li><li><strong> Course 12:</strong> Learning Disability Awareness</li><li><strong> Course 13: </strong>Child Neglect Awareness Certificate Course</li><li><strong> Course 14: </strong>Paediatric First Aid Level 3</li></ul><p>Enrol now in Forest Schooling Training to advance your career, and use the premium study materials from Apex Learning.</p><p>The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Forest Schooling Training expertise and essential knowledge, which will assist you in reaching your goal.</p><p><strong>Course Curriculum: </strong></p><p><strong>Forest Schooling<br /></strong></p><ul><li>Module 01: Forest Schooling</li><li>Module 02: Benefits of Forest Schooling</li><li>Module 03: Forest School Programme</li><li>Module 04: Learning Activities in Forest School</li><li>Module 05: Playing Activities in Forest School</li><li>Module 06: Survival Activities in Forest School</li><li>Module 07: Child Development</li><li>Module 08: Eco-Friendly Forest Schooling</li><li>Module 09: Safety and Risk Management</li></ul><p>And 13 more Courses ...</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        140 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>Anyone from any background can enrol in this Forest Schooling Training bundle.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Our Forest Schooling Training course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Having this Forest Schooling Training expertise will increase the value of your CV and open you up to multiple job sectors.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div> <p>You will get the PDF Certificate for the title course <strong>(Forest Schooling)</strong> absolutely Free!</p><p>Other PDF Certificates are available for £6 each.</p> </div>
        <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div> <p>You will get the Hard Copy certificate for the title course <strong>(Forest Schooling)</strong> absolutely Free! Other Hard Copy certificates are available for £10 each. </p><p><strong>Please Note:</strong> The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.</p> </div>

                        </div>

Forest Schooling Training

<p>Give a compliment to your career and take it to the next level. This<strong> Forest Schooling Course </strong>bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this Forest Schooling Course bundle will help you stay ahead of the pack.</p><p>Throughout the Forest Schooling Course programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector.</p><p>Along with this Forest Schooling Course, you will get <strong>10 premium courses, an original hardcopy</strong>, <strong>11 PDF certificates (Main Course + Additional Courses) </strong>Student ID card as gifts.</p><p><strong>This Forest Schooling Course Bundle Consists of the following Premium courses: </strong></p><ul><li><strong> Course 01:</strong> Forest Schooling</li><li><strong> Course 02:</strong> Youth Work Certificate Complete Diploma</li><li><strong> Course 03:</strong> Personal Development Masterclass</li><li><strong> Course 04:</strong> Neuropsychology and Development of Children</li><li><strong> Course 05:</strong> Child Playwork</li><li><strong> Course 06:</strong> Gardening and Horticulture</li><li><strong> Course 07:</strong> Botany</li><li><strong> Course 08: </strong>Electrical and Fire Safety Training - Level 2</li><li><strong> Course 09:</strong> Learning Disability Awareness</li><li><strong> Course 10:</strong> Child Neglect Awareness Certificate Course</li><li><strong> Course 11:</strong> Paediatric First Aid Level 3</li></ul><p>Enrol now in Forest Schooling Course to advance your career, and use the premium study materials from Apex Learning.</p><p>The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Forest Schooling Course expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes.<br /><br /><strong>Course Curriculum: </strong></p><p><strong>Forest Schooling</strong></p><ul><li>Module 01: Forest Schooling</li><li>Module 02: Benefits of Forest Schooling</li><li>Module 03: Forest School Programme</li><li>Module 04: Learning Activities in Forest School</li><li>Module 05: Playing Activities in Forest School</li><li>Module 06: Survival Activities in Forest School</li><li>Module 07: Child Development</li><li>Module 08: Eco-Friendly Forest Schooling</li><li>Module 09: Safety and Risk Management</li></ul><p>And 10 more courses ...</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        110 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>Anyone from any background can enrol in this Forest Schooling Course bundle.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This Forest Schooling Course has been designed to be fully compatible with tablets and smartphones.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Having this expertise will increase the value of your CV and open you up to multiple job sectors.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div> <p>Cost of PDF Certificates is included in course price</p> </div>
        <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div> <p>You will get the Hard Copy certificate for the title course (Forest Schooling) absolutely Free! Other Hard Copy certificates are available for £10 each. </p><p><strong>Please Note:</strong> The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.</p> </div>

                        </div>

Forest Schooling Course

<p><strong>***24 Hour Limited Time Flash Sale*** <br /><br /> Forest Schooling, School Administrator, Educational Psychology Admission Gifts  <br /><br /> FREE PDF &amp; Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter</strong></p><p>Begin your journey towards a rewarding and successful career by enrolling in our all-inclusive bundle of 8 Forest Schooling, School Administrator, Educational Psychology courses. At <strong>UKHF Online</strong>, we have carefully selected and combined these courses to equip you with the vital skills and knowledge necessary to thrive in Forest Schooling, School Administrator, Educational Psychology. Whether you're a student, recent graduate, or job seeker, our Forest Schooling, School Administrator, Educational Psychology bundle is designed to enhance your CV, impress potential employers, and set you apart from the competition.</p><p>Key Features of the Forest Schooling, School Administrator, Educational Psychology Bundle:</p><ul><li><strong>3 QLS-Endorsed Courses:</strong> We proudly offer 3 QLS-endorsed courses within our Forest Schooling, School Administrator, Educational Psychology bundle, providing you with industry-recognized qualifications. Plus, you'll receive a <strong>free hardcopy certificate</strong> for each of these courses.</li><ul><li><strong>QLS Course 01: Forest Schooling</strong></li><li><strong> QLS Course 02: School Administrator Training</strong></li><li><strong> QLS Course 03: Educational Psychology</strong></li></ul></ul><ul><li><strong>5 CPD QS Accredited Courses</strong>: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices.</li><ul><li><strong>Course 01:</strong> Office Administration</li><li><strong>Course 02:</strong> Teaching Assistant</li><li><strong>Course 03:</strong> Educational Psychology</li><li><strong>Course 04:</strong> Home Education</li><li><strong>Course 05:</strong> Lesson Planning for Teaching</li></ul></ul><ul><li>In Addition, you'll get <strong>Five Career Boosting Courses</strong> absolutely FREE with this Bundle.</li><ul><li><strong>Course 01:</strong> Professional CV Writing</li><li><strong>Course 02:</strong> Job Search Skills</li><li><strong>Course 03:</strong> Self-Esteem &amp; Confidence Building</li><li><strong>Course 04:</strong> Professional Diploma in Stress Management</li><li><strong>Course 05:</strong> Complete Communication Skills Master Class</li></ul></ul><ul><li>Convenient Online Learning: Our Forest Schooling, School Administrator, Educational Psychology courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home.</li></ul><p><strong>Learning Outcomes of the Forest Schooling, School Administrator, Educational Psychology Bundle:</strong></p><ul><li>Master the foundational principles and techniques of Forest Schooling, School Administrator, Educational Psychology.</li><li>Develop advanced proficiency in Forest Schooling, School Administrator, Educational Psychology methodologies and strategies.</li><li>Acquire in-depth knowledge of the latest trends and advancements in Forest Schooling, School Administrator, Educational Psychology.</li><li>Enhance your problem-solving and critical thinking abilities within the context of Forest Schooling, School Administrator, Educational Psychology.</li><li>Cultivate strong communication and collaboration skills essential for success in Forest Schooling, School Administrator, Educational Psychology.</li></ul> <p>The Forest Schooling, School Administrator, Educational Psychology bundle is a comprehensive collection of courses that have been meticulously designed to provide you with a well-rounded education in Forest Schooling, School Administrator, Educational Psychology. With a combination of 3 QLS-endorsed courses and 5 CPD QS-accredited courses, this bundle offers you the perfect balance of essential knowledge and valuable skills. What's more, we are proud to offer free hardcopy certificates for each course within the Forest Schooling, School Administrator, Educational Psychology bundle, giving you the recognition you deserve.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        250 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Individuals interested in pursuing a career in the education sector</li><li>Teachers and educators looking to upskill and enhance their knowledge</li><li>School administrators and managers</li><li>Parents and guardians who want to understand the education sector better</li></ul>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Forest School Practitioner: £20,000 - £30,000 per annum</li><li>School Administrator: £25,000 - £35,000 per annum</li><li>Educational Psychologist: £35,000 - £50,000 per annum</li><li>Teacher: £25,000 - £40,000 per annum</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4> Digital certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4> Hard copy certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>

                        </div>

402 Forest courses

Gardening and Horticulture Diploma - CPD Certified

By Apex Learning

Python Machine Learning Course, 1-Days, Online Attendance

By Pcw Courses Ltd

Clustering and Classification with Machine Learning in R

By Packt

Monkhouse & Company Scale Up Workshop

By Monkhouse & Company

Data Science Projects with Python

By Nexus Human

Greek Language Summer Camp

By The Greek Online School

Renewable Energy - mini Bundle Course

By Training Express

FEATHER STONE TRAINING level 1

By School of Shamanism

Alternative Schooling

By Choose Nature CIC

Agricultural Science at QLS Level 4 Course

By One Education

Search By Location