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<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Are you ready to embark on an enlightening journey of wisdom with the Agricultural Science bundle, and pave your way to an enriched personal and professional future? 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Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">In the framework of the Agricultural Science, Forestry &amp; Horticulture CPD Certified Training package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Agricultural Science bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement!</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">So, don&#39;t wait further and join the Agricultural Science, Forestry &amp; Horticulture CPD Certified Training community today and let your voyage of discovery begin!</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;">Learning Outcomes:</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Attain a holistic understanding in the designated areas of study with the Agricultural Science bundle.</li><li fr-original-style="" style="box-sizing: border-box;">Establish robust bases across each course nestled within the Agricultural Science bundle.</li><li fr-original-style="" style="box-sizing: border-box;">Decipher intricate concepts through the articulate content of the Agricultural Science bundle.</li><li fr-original-style="" style="box-sizing: border-box;">Amplify your prowess in interpreting, scrutinising, and implementing theories.</li><li fr-original-style="" style="box-sizing: border-box;">Procure the capacity to engage with the course material on an intellectual and profound level.</li><li fr-original-style="" style="box-sizing: border-box;">Become proficient in the art of problem-solving across various disciplines.</li></ul><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Stepping into the Agricultural Science bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">The Agricultural Science bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Agricultural Science bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">The Agricultural Science bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Agricultural Science bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Agricultural Science journey and let knowledge guide you towards a brighter future.</p><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">CPD</div>
    </h2>

                        <div id="cpd" fr-original-style="" style="box-sizing: border-box;">
                            <div fr-original-style="" style="box-sizing: border-box;">
                                <div fr-original-style="" style="box-sizing: border-box;">
                                    <div fr-original-style="" style="box-sizing: border-box;">
                                        80 CPD hours / points
                                    </div>
                                        <div fr-original-style="" style="box-sizing: border-box;">
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for" fr-original-style="" style="box-sizing: border-box;">
                            <ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Individuals keen on deepening their firm understanding in the respective fields.</li><li fr-original-style="" style="box-sizing: border-box;">Students pursuing higher education looking for comprehensive theory modules.</li><li fr-original-style="" style="box-sizing: border-box;">Professionals seeking to refresh or enhance their knowledge.</li><li fr-original-style="" style="box-sizing: border-box;">Anyone with a thirst for knowledge and a passion for continuous learning.</li></ul>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Career path</div>
    </h2>

                        <div id="career_path" 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;">Armed with the Agricultural Science bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it&#39;s academic research, consultancy, or programme management, the Agricultural Science bundle lays a solid groundwork.</p>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Certificates</div>
    </h2>

                        <div id="optional_extras" fr-original-style="" style="box-sizing: border-box;">
                                    <h4 fr-original-style="" style="box-sizing: border-box;">CPD Certificate Of Completion</h4>
        <p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">
            Digital certificate -
            Included
        </p>
            <div 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;">8 Digital Certificates Are Included With This Bundle</p></div>
        <h4 fr-original-style="" style="box-sizing: border-box;">CPD Quality Standard Hardcopy Certificate (FREE UK Delivery)</h4>
        <p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">
            Hard copy certificate -
            &pound;9.99
        </p>
            <div 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;">Hardcopy Transcript - &pound;9.99</p></div>

                        </div>

NextGen Learning

Horticultural

Agricultural Science

Professional Skills Course (PSC)

Horticulture

Trainers Course

Continuous Professional Development (CPD)

Agricultural Science, Forestry & Horticulture CPD Certified Training - 8 Courses Bundle

General Admission

<strong>Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis</strong>
        <p>In this age of big data, companies across the globe use Python to sift through the avalanche of information at their disposal. By becoming proficient in unsupervised and supervised learning in Python, you can give your company a competitive edge and level up in your career. This course will give you a robust grounding in clustering and classification, the main aspects of machine learning.

The course consists of 7 sections that will help you master Python machine learning. You'll begin with an introduction to Python data science and Anaconda, which is a powerful Python-driven framework for data science. Next, you'll delve into Pandas and read data structures, including CSV, Excel, and HTML data. As you advance, you'll perform data cleaning and munging to remove NAs\no data and discover how to handle conditional data, group by attributes, and do much more. You'll also grasp basic concepts of unsupervised learning such as K-means clustering and its implementation on the Iris dataset. The course will take you through the theory of dimension reduction and feature selection for machine learning and help you understand Principal Component Analysis (PCA) using two case studies. You'll get to grips with the linear and non-linear classification of SVM along with Gradient Boosting Machine (GBM) and Naive Bayes Classification. Finally, you'll explore neural networks and discover the powerful H20 framework and for deep learning classification. Additionally, you'll learn about perceptrons and Artificial Neural Networks (ANN) for binary classification.
By the end of this course, you'll be able to use packages such as NumPy, Pandas, and Matplotlib to work with real data in Python.

All code and supporting files for this course are available at 
https://github.com/sanjanapackt/PacktPublishing-Clustering-and-Classification-with-Machine-Learning-in-Python.</p>
        <h2>What You Will Learn</h2><p>Harness the power of Anaconda/iPython for practical data science<br>Read data into the Python environment from different sources<br>Carry out basic data preprocessing and wrangling in Python<br>Implement unsupervised/clustering techniques such as k-means clustering<br>Get to grips with dimensionality reduction techniques and feature selection<br>Implement supervised learning/classification techniques such as random forests<br>Explore neural network- and deep learning-based classification<br></p>
        <h2>Audience</h2><p>If you want to build data science applications in the Python environment, this book is for you. You'll also find this book helpful if you want to learn how to implement unsupervised learning on real data using Python, or if you're a student looking to get started with artificial neural networks and deep learning.</p>
        <h2>Approach</h2><p>This course is full of interesting and illustrative examples and easy-to-understand theory to help you implement a real-world concept in every lecture. It covers hands-on methods to simplify and address even the most difficult concepts in Python using minimal jargon.</p>
        <h2>Key Features</h2><p>Explore the most important Python data science concepts and packages, including Pandas * Master the Anaconda framework and use it to implement clustering and classification models on your data * Get to grips with data science fundamentals and understand which models should be used when * </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: The Key Concepts and Software Tools</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Welcome to Clustering & Classification with Machine Learning in Python</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Welcome to Clustering & Classification with Machine Learning in Python</p></td></tr><tr><td style='padding: 15px;'><p>2. What is Machine Learning?</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: What is Machine Learning?</p></td></tr><tr><td style='padding: 15px;'><p>3. Python Data Science Environment</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Python Data Science Environment</p></td></tr><tr><td style='padding: 15px;'><p>4. For Mac Users</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: For Mac Users</p></td></tr><tr><td style='padding: 15px;'><p>5. IPython in Browser</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: IPython in Browser</p></td></tr><tr><td style='padding: 15px;'><p>6. Python Data Science Packages to Be Used</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Python Data Science Packages to Be Used</p></td></tr></tbody></table><br><h4>2. Read in Data from Different Sources with Pandas</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What are Pandas?</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: What are Pandas?</p></td></tr><tr><td style='padding: 15px;'><p>2. Read in Data from CSV</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Data from CSV</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 with Pandas: Read in Online CSV</p></td></tr><tr><td style='padding: 15px;'><p>4. Read in Excel Data</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Excel Data</p></td></tr><tr><td style='padding: 15px;'><p>5. Read in HTML Data</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in HTML Data</p></td></tr><tr><td style='padding: 15px;'><p>6. Read in Data from Databases</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Data from Databases</p></td></tr></tbody></table><br><h4>3. Data Cleaning & Munging</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Remove Missing Values</p><p style='margin: 0'>Data Cleaning & Munging: Remove Missing Values</p></td></tr><tr><td style='padding: 15px;'><p>2. Conditional Data Selection</p><p style='margin: 0'>Data Cleaning & Munging: Conditional Data Selection</p></td></tr><tr><td style='padding: 15px;'><p>3. Data Grouping</p><p style='margin: 0'>Data Cleaning & Munging: Data Grouping</p></td></tr><tr><td style='padding: 15px;'><p>4. Data Sub setting</p><p style='margin: 0'>Data Cleaning & Munging: Data sub setting</p></td></tr><tr><td style='padding: 15px;'><p>5. Ranking & Sorting</p><p style='margin: 0'>Data Cleaning & Munging: Ranking & Sorting</p></td></tr><tr><td style='padding: 15px;'><p>6. Concatenate</p><p style='margin: 0'>Data Cleaning & Munging: Concatenate</p></td></tr><tr><td style='padding: 15px;'><p>7. Merging & Joining Data Frames</p><p style='margin: 0'>Data Cleaning & Munging: Merging & Joining Data Frames</p></td></tr></tbody></table><br><h4>4. Unsupervised Learning in Python</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Unsupervised Classification- Some Basic Concepts</p><p style='margin: 0'>Unsupervised Learning in Python: Unsupervised Classification- Some Basic Concepts</p></td></tr><tr><td style='padding: 15px;'><p>2. K-Means Clustering: Theory</p><p style='margin: 0'>Unsupervised Learning in Python: K-Means Clustering: Theory</p></td></tr><tr><td style='padding: 15px;'><p>3. Implement K-Means on the Iris Data</p><p style='margin: 0'>Unsupervised Learning in Python: Implement K-Means on the Iris Data</p></td></tr><tr><td style='padding: 15px;'><p>4. Quantifying K-Means Clustering Performance</p><p style='margin: 0'>Unsupervised Learning in Python: Quantifying K-Means Clustering Performance</p></td></tr><tr><td style='padding: 15px;'><p>5. K-Means Clustering with Real Data</p><p style='margin: 0'>Unsupervised Learning in Python: K-Means Clustering with Real Data</p></td></tr><tr><td style='padding: 15px;'><p>6. How to Select the Optimal Number of Clusters?</p><p style='margin: 0'>Unsupervised Learning in Python: How to Select the Optimal Number of Clusters?</p></td></tr><tr><td style='padding: 15px;'><p>7. Gaussian Mixture Modelling (GMM)</p><p style='margin: 0'>Unsupervised Learning in Python: Gaussian Mixture Modelling (GMM)</p></td></tr><tr><td style='padding: 15px;'><p>8. Hierarchical Clustering-theory</p><p style='margin: 0'>Unsupervised Learning in Python: Hierarchical Clustering-theory</p></td></tr><tr><td style='padding: 15px;'><p>9. Hierarchical Clustering-practical</p><p style='margin: 0'>Unsupervised Learning in Python: Hierarchical Clustering-practical</p></td></tr></tbody></table><br><h4>5. Dimension Reduction & Feature Selection for Machine Learning</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Principal Component Analysis (PCA)-Theory</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Theory</p></td></tr><tr><td style='padding: 15px;'><p>2. Principal Component Analysis (PCA)-Case Study 1</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Case Study 1</p></td></tr><tr><td style='padding: 15px;'><p>3. Principal Component Analysis (PCA)-Case Study 2</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Case Study 2</p></td></tr><tr><td style='padding: 15px;'><p>4. Linear Discriminant Analysis (LDA) for Dimension Reduction</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Linear Discriminant Analysis (LDA) for Dimension Reduction</p></td></tr><tr><td style='padding: 15px;'><p>5. t-SNE Dimension Reduction</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: t-SNE Dimension Reduction</p></td></tr><tr><td style='padding: 15px;'><p>6. Feature Selection to Select the Most Relevant Predictors</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Feature Selection to Select the Most Relevant Predictors</p></td></tr><tr><td style='padding: 15px;'><p>7. Recursive Feature Elimination (RFE)</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Recursive Feature Elimination (RFE)</p></td></tr></tbody></table><br><h4>6. Supervised Learning: Classification</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Concepts Behind Supervised Learning</p><p style='margin: 0'>Supervised Learning: Classification: Concepts Behind Supervised Learning</p></td></tr><tr><td style='padding: 15px;'><p>2. Data Preparation for Supervised Learning</p><p style='margin: 0'>Supervised Learning: Classification: Data Preparation for Supervised Learning</p></td></tr><tr><td style='padding: 15px;'><p>3. Pointers on Evaluating the Accuracy of Classification Modelling</p><p style='margin: 0'>Supervised Learning: Classification: Pointers on Evaluating the Accuracy of Classification Modelling</p></td></tr><tr><td style='padding: 15px;'><p>4. Using Logistic Regression as a Classification Model</p><p style='margin: 0'>Supervised Learning: Classification: Using Logistic Regression as a Classification Model</p></td></tr><tr><td style='padding: 15px;'><p>5. kNN- Classification</p><p style='margin: 0'>Supervised Learning: Classification: kNN- Classification</p></td></tr><tr><td style='padding: 15px;'><p>6. Naive Bayes Classification</p><p style='margin: 0'>Supervised Learning: Classification: Naive Bayes Classification</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. SVM- Linear Classification</p><p style='margin: 0'>Supervised Learning: Classification: SVM- Linear Classification</p></td></tr><tr><td style='padding: 15px;'><p>9. Non-Linear SVM Classification</p><p style='margin: 0'>Supervised Learning: Classification: Non-Linear SVM Classification</p></td></tr><tr><td style='padding: 15px;'><p>10. RF-Classification</p><p style='margin: 0'>Supervised Learning: Classification: RF-Classification</p></td></tr><tr><td style='padding: 15px;'><p>11. Gradient Boosting Machine (GBM)</p><p style='margin: 0'>Supervised Learning: Classification: Gradient Boosting Machine (GBM)</p></td></tr><tr><td style='padding: 15px;'><p>12. Voting Classifier</p><p style='margin: 0'>Supervised Learning: Classification: Voting Classifier</p></td></tr></tbody></table><br><h4>7. Neural Networks and Deep Learning Based Classification Techniques</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Perceptrons for Binary Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Perceptrons for Binary Classification</p></td></tr><tr><td style='padding: 15px;'><p>2. Artificial Neural Networks (ANN) for Binary Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Artificial Neural Networks (ANN) for Binary Classification</p></td></tr><tr><td style='padding: 15px;'><p>3. Multi-class Classification With MLP</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Multi-class Classification With MLP</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to H20</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Introduction to H20</p></td></tr><tr><td style='padding: 15px;'><p>5. Use H20 for Deep Learning Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Use H20 for Deep Learning Classification</p></td></tr><tr><td style='padding: 15px;'><p>6. H20 Deep Learning for Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: H20 Deep Learning for Classification</p></td></tr></tbody></table>

Packt

Python

Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis

Clustering and Classification with Machine Learning in Python

<p><strong> 11 in 1 Garden Design Bundle </strong></p><p><strong>Did you know that gardening is the second most popular hobby in the UK, with over 2.5 million Britons spend their leisure time gardening? It's no wonder, as gardens offer a haven for relaxation, connection with nature, and even a source of fresh produce.</strong></p><p>But where do you begin when creating your own outdoor oasis? Our <strong>Garden Design</strong> Bundle equips you with the knowledge and skills to transform your vision into reality.</p><p>This Garden Design course bundle covers foundational garden design principles, specialised areas like kitchen gardening, homesteading, and mushroom growing, organic gardening methods, agricultural science, and environmental management. This Garden Design also includes studies in forestry, botany, herbal studies, and personal hygiene, providing a holistic understanding of gardening's connection to environmental and personal health.</p><p>With a single payment, you will gain access to <strong>Garden Design</strong> bundle, including <strong>10 premium courses</strong>, a <strong>QLS Endorsed Hardcopy certificate</strong> (for the title course) and <strong>11 PDF certificates</strong> for Absolutely free.</p><p><strong>This Garden Design Bundle Package includes:</strong></p><ul><li><strong> Course 01:</strong> Diploma in Garden Design at QLS Level 5</li></ul><p><strong>10</strong><strong> Additional Premium </strong><strong>CPDQS</strong><strong> Accredited Courses -</strong></p><ul><li><strong> Course 01: </strong>Kitchen Gardening</li><li><strong> Course 02: </strong>Understanding of Homesteading Gardening Diploma</li><li><strong> Course 03: </strong>Horticulture &amp; Organic Gardening</li><li><strong> Course 04: </strong>Agricultural Science</li><li><strong> Course 05: </strong>Mushroom Growing Course</li><li><strong> Course 06: </strong>Environment Management Course</li><li><strong> Course 07: </strong>Forestry</li><li><strong> Course 08: </strong>Botany</li><li><strong> Course 09: </strong>Herbal Studies</li><li><strong> Course 10: </strong>Personal Hygiene Course</li></ul><p>Investing in this Garden Design Bundle is an investment in your future. You'll not only gain valuable skills and knowledge, but you'll also open doors to exciting new career opportunities. So why wait? Enrol today with our Garden Design Bundle and start cultivating your dream garden!</p><p><strong>Learning Outcomes of this bundle:</strong></p><ul><li>Understand fundamental garden design principles and their practical applications.</li><li>Gain proficiency in kitchen gardening and homesteading gardening techniques.</li><li>Learn about organic gardening practises and their environmental benefits.</li><li>Acquire knowledge in agricultural science and mushroom cultivation.</li><li>Develop skills in environmental management and forestry in Garden Design.</li><li>Explore the intricacies of botany, herbal studies, and personal hygiene.</li></ul><p><strong>Why Choose Our Bundle Course?</strong></p><ul><li>You will receive a completely <strong>free Garden Design certificate from the Quality Licence Scheme.</strong></li><li>Get a free student ID card with Garden Design Training</li><li>Get instant access to this Garden Design course.</li><li>Learn Garden Design from anywhere in the world</li><li>The Garden Design is affordable and simple to understand</li><li>The Garden Design is an entirely online, interactive lesson with voiceover audio</li><li>Lifetime access to the Garden Design course materials</li><li>The Garden Design comes with 24/7 tutor support</li></ul> <p><strong>Take a step towards a brighter future with our Garden Design Bundle:</strong></p><p><strong> Course 01: Diploma in Garden Design at QLS Level 5</strong></p><ul><li>Module 01: Introduction</li><li>Module 02: The Role of the Garden Designer</li><li>Module 03: The Basic Principles</li><li>Module 04: Components</li><li>Module 05: Process</li><li>Module 06: Designing a Rain Garden</li><li>Module 07: Essential Tools &amp; Machinery</li><li>Module 08: Plant Selection and Material Guide</li><li>Module 09: Garden Maintenance</li><li>Module 10: Costing and Estimation</li></ul><p><strong>Assessment Process</strong></p><p>You have to complete the assignment questions given at the end of the Garden Design course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment.</p><p>You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the <strong>Diploma in Garden Design at QLS Level 5 </strong>exams.</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">
                            <p>This Garden Design Laws Bundle is ideal for:</p><ul><li>Aspiring gardeners</li><li>Horticulture students</li><li>Environmental enthusiasts</li><li>Career changers</li><li>Homestead owners</li><li>Agricultural professionals</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You will not need any prior background or expertise in this Garden Design bundle.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This Garden Design bundle will allow you to kickstart or take your career to the next stage in the related sector such as:</p><ul><li>Probate Lawyer</li><li>Estate Planner</li><li>Trusts and Estates Attorney</li><li>Inheritance Consultant</li><li>Paralegal</li><li>Will Writer</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPDQS Accredited PDF Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>Diploma in Garden Design at QLS Level 5</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p><strong>Show off Your New Skills with a Certificate of Completion</strong></p><p>After successfully completing the <strong>Diploma in Garden Design at QLS Level 5</strong>, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with completely free of charge in this package.</p><p><strong>For Additional Courses, You have to pay the price based on the Level of these Courses Endorsed by The Quality Licence Scheme.</strong></p><ul><li>Level 1 - £59</li><li>Level 2 - £79</li><li>Level 3 - £89</li><li>Level 4 - £99</li><li>Level 5 - £119</li><li>Level 6 - £129</li><li>Level 7 - £139</li></ul><p><strong>Certificate Accredited by CPDQS</strong></p><ul><li><strong>29 GBP for Printed Hardcopy Certificate inside the UK</strong></li><li><strong>39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)</strong></li></ul></div>

                        </div>

Academy for Health and Fitness

Garden Design Diploma Training

<p><strong>24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now!<br /></strong><strong> Boost Your Career By Enrolling In This Water Chemistry Bundle To Overcome Your Challenges!</strong><strong></strong></p><p><strong>Get a Free 1 QLS Endorsed Certificate Course with 10 Additional CPDQS Accredited Bundle Courses In A Single Payment.</strong></p><p>If you wish to gain a solid and compact knowledge of Water Chemistry and boost your career, then take a step in the right direction with this industry-standard, comprehensive Water Chemistry bundle of courses, which are well organised.</p><p>This Water Chemistry bundle package includes 1 Premium, <strong>The Quality Licence Scheme-endorsed </strong>course, 10 additional <strong>CPDQS Accredited Certificate </strong>courses, with expert assistance, and a <strong>FREE courses assessment included. </strong>Learn a range of in-demand technical skills to help you progress in your career with 12 months of unlimited access to this bundle of courses. If you enrol in this Water Chemistry package, you will not be charged any extra fees.</p><p><strong>This</strong><strong> Water Chemistry Bundle Package includes:</strong></p><ol><li>Diploma in Water Chemistry at QLS Level 5</li></ol><p><strong>10 Additional CPDQS Accredited Courses -</strong></p><ol><li>Biochemistry</li><li>Diploma in Basic Chemistry Level 3</li><li>Basic Biology Online Course</li><li>Lab Analyst Training</li><li>Agricultural Science</li><li>Forestry</li><li>Diploma in Water Treatment</li><li>Infection Prevention and Immunisation</li><li>Diploma in Creative Problem Solving</li><li>Time Management</li></ol><p>Success becomes a lot simpler with this Water Chemistry bundle package, which allows you to monetise your skills. This bundle is appropriate for both part-time and full-time students, and it can be completed at your own pace.</p><p>This premium Water Chemistry bundle of courses helps your professional development by receiving an endorsement from the Quality Licence Scheme and CPDQS Accredited Certificate. You'll be able to practice in your own time and speed.</p><p>The course materials for Water Chemistry are designed by experts, and you can access them. easily from any of your smartphones, laptops, PCs, tablets, etc. Master the skills. You need to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors.</p><p><strong>Why Prefer This Water Chemistry Bundle?</strong></p><ul><li>You will receive a completely <strong>free certificate from the Quality Licence Scheme.</strong></li><li>Option to receive 10 additional certificates accredited by <strong>CPDQS</strong></li><li><strong>Get a free student ID </strong>card<strong>! </strong>(£10 postal charges will be applicable for international delivery)</li><li>Engaging voiceover and visual elements for your convenience.</li><li>Complete the bundle at your own pace.</li><li>Free assessments and immediate results.</li><li>24/7 tutor support.</li></ul> <p><strong>Course Curriculum:</strong></p><p><strong>*** Water Chemistry ***</strong></p><p><strong>Module 01: Introduction to Water Chemistry</strong></p><ul><li>Water</li><li>Physical Properties of Water and Aqueous Solutions</li><li>Changes of State of Water</li><li>Density and Viscosity</li><li>Surface Tension</li><li>Hydrogen Ion and pH Value</li><li>Conductivity</li><li>Aqueous Solutions</li><li>Solubility of Solid Substances in Water</li><li>Solubility of Liquids in Water</li><li>Solubility of Gases in Water</li><li>Turbidity</li></ul><p><strong>Module 02: Concepts of Basic Chemistry</strong></p><ul><li>Molecule</li><li>Elements</li><li>Compounds</li><li>Mixture</li><li>Phase</li><li>Chemical Bonding</li><li>Ionic Bond</li><li>Covalent Bond</li><li>Hydrogen Bond</li><li>Metallic Bond</li><li>Energy</li><li>Reaction</li></ul><p><strong>Module 03: Alkalinity of Water</strong></p><ul><li>Alkalinity</li><li>Contributors to Alkalinity</li><li>Measuring Alkalinity</li><li>Titration Method</li><li>Alkalinity to Phenolphthalein</li><li>Caustic Alkalinity</li></ul><p><strong>Module 04: Hard Water and Basic Water Treatment Principles</strong></p><ul><li>Occurrence of Hard Water</li><li>Types of Water Hardness</li><li>Calcium-Magnesium Hardness</li><li>Carbonate-Noncarbonate Hardness</li><li>Objections to Hard Water</li><li>Scale Formation</li><li>Effect on Soap</li><li>Basic Principles of Water Treatment</li><li>Lime Process</li><li>Ion exchange process</li><li>Distillers</li></ul><p><strong>Module 05: Water Treatment and Purification</strong></p><ul><li>Water Treatment</li><li>Straining and Microstraining</li><li>Straining</li><li>Microstraining</li><li>Sedimentation</li><li>Filtration</li><li>Flotation</li><li>Clarification</li><li>Ion Exchange</li><li>Adsorption</li><li>Extraction</li><li>Membrane Separation Processes</li><li>Degassing</li><li>Thermal Degassing</li><li>Chemical Degassing</li></ul><p><strong>Module 06: Chemical Processes of Water Treatment</strong></p><ul><li>Neutralisation</li><li>Precipitation</li><li>Oxidation and Reduction</li><li>Oxidation</li><li>Reduction</li><li>Incineration</li><li>Electrochemical Processes</li><li>Radiation-Chemical Processes</li></ul><p><strong>Module 07: Inorganic Chemicals</strong></p><ul><li>Inorganic Substances in Water</li><li>IOC Sample Collection</li><li>Chain of Custody Procedures</li><li>Chemical Analysis of Major and Minor Ions</li></ul><p><strong>Module 08: Volatile and Synthetic Organic Compounds</strong></p><ul><li>Definition of VOC</li><li>Specific Components</li><li>Paints and Coatings</li><li>Chlorofluorocarbons and Chlorocarbons</li><li>Benzene</li><li>Methylene Chloride</li><li>Perchloroethylene</li><li>MTBE</li><li>Formaldehyde</li><li>Health Risks</li><li>Reducing Exposure to VOC's</li><li>Chemical Fingerprinting of VOC</li><li>Definition of SOC</li><li>SOC's Health Effects</li><li>Treatment of SOC's</li></ul><p><strong>Module 09: Metalloid Section</strong></p><ul><li>Metalloid</li><li>Physical and Chemical Properties</li><li>Near Metalloids</li><li>Categorisation and Periodic Table Territory</li><li>Other Metalloids</li><li>Best Practices for Effective Communication about Chronic Contaminants</li></ul><p><strong>Module 10: Metals and Heavy Metal Section</strong></p><ul><li>Metal</li><li>Structure and Bonding</li><li>Properties of Metal</li><li>Categories of Metal</li><li>Extraction of Metal</li><li>Environmental Impact of Metals</li><li>Heavy Metal</li><li>Effects of Heavy Metal</li><li>Antimony</li><li>Cadmium</li><li>Lead</li><li>Mercury</li><li>Pollution and Pollution Control</li><li>Toxic Metals</li><li>Decontamination</li><li>Toxic Heavy Metals</li><li>Trace Elements with Toxicity</li><li>Heavy Metals in Water</li><li>Treating Heavy Metal Contamination in Water</li></ul><p><strong>Module 11: Laboratory Safety</strong></p><ul><li>Laboratory Hazards</li><li>Safety Awareness</li><li>Protective Equipment</li><li>Laboratory Safety Equipment</li><li>First Aid and Emergency Procedures</li><li>Chemical Safety</li><li>Biological Hazards</li><li>Hazard Recognition and Control</li><li>Electrical Hazards</li><li>Fire Hazards</li><li>General Housekeeping Rules</li></ul><p><strong>Module 12: Chemical Hygiene Plan</strong></p><ul><li>Organisation and Content</li><li>Required CHP Elements</li><li>Worker Training Must Include</li><li>Medical Exams and Consultation</li></ul><p><strong>How is the Water Chemistry Bundle Assessment Process?</strong></p><p>We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. After completing an online module, you will be given immediate access to a specially designed MCQ test. The results will be immediately analyzed, and the score will be shown for your review. The passing score for each test will be set at 60%.</p><p>You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams.</p><p><strong>Show off Your New Skills With a Certification of Completion</strong></p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>After successfully completing the course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with completely free of charge in this package.</p><p><strong>Certification Accredited by CPD.</strong></p><p>Upon finishing the course, you will receive an accredited certification that is recognised all over the UK and also internationally. The pricing schemes are -</p><ul><li><strong>10 GBP for Digital Certificate</strong></li><li><strong>29 GBP for Printed Hardcopy Certificate inside the UK</strong></li><li><strong>39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)</strong></li></ul> <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">
                            <p>This bundle is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want!</p>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>No prior background or expertise is required.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>The bundle aims to help you get the job or even the long-awaited promotion of your dreams.</p>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div><p>Upon successfully completing the Bundle, you will need to place an order to receive a PDF Certificate for each course within the bundle. These certificates serve as proof of your newly acquired skills, accredited by CPD QS. Also, the certificates are recognised throughout the UK and internationally.</p></div>
        <h4>CPD Accredited Certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>International students are subject to a £10 delivery fee for their orders, based on their location.</p></div>
        <h4>Water Chemistry and Water Treatment - CPD Certified</h4>
        <p>
            Hard copy certificate -
            Included
        </p>

                        </div>

Water Chemistry and Water Treatment - CPD Certified

Wester Ross

<p>Suitable for all levels of photographer, this is a must for those who enjoy landscapes and who would like to spend time learning and honing composition skills. Using the scale and perspective of some wonderful viewpoints, this workshop will teach you the secrets of landscape photography in stunning surroundings. And, if you&rsquo;re a beginner, what better place to start?</p>
<p>&nbsp;</p>
<figure id="attachment_13591" class="wp-caption aligncenter" aria-describedby="caption-attachment-13591"><img class="size-medium wp-image-13591" src="https://seatosummitphotography.co.uk/wp-content/uploads/2008/2008_0369-500x143.jpg" alt="Loch Maree Islands" width="500" height="143" />
<figcaption id="caption-attachment-13591" class="wp-caption-text">Reflections - Loch Maree Island</figcaption>
</figure>
<p>&nbsp;</p>
<p>Participating in a small group will allow for both group and valuable one to one tuition which will help me to provide you with the support and tuition best suited for you.</p>
<p>One of the largest lochs in Scotland, Loch Maree sits below Slioch, an impressive and imposing giant of a mountain which makes for a wonderful backdrop. The landscape really comes to life with the addition of all the essential ingredients - islands, Caledonian pines, rivers and waterfalls.</p>
<p>&nbsp;</p>
<figure id="attachment_13594" class="wp-caption aligncenter" aria-describedby="caption-attachment-13594"><img class="size-medium wp-image-13594" src="https://seatosummitphotography.co.uk/wp-content/uploads/2008/2005_0725-500x333.jpg" alt="" width="500" height="333" />
<figcaption id="caption-attachment-13594" class="wp-caption-text">Slioch from Grudie</figcaption>
</figure>
<p>&nbsp;</p>
<p>Add in some of the best viewpoints along the loch side and the photographic possibilities are unlimited.</p>
<p>We&rsquo;ll view the loch both from the shores and higher level viewpoints, all the time making sure that we capture wonderful perspective in a range of landscape scales - from mountains and glens to forests and water, from the panoramic vista to the intimate detail.</p>
<p>&nbsp;</p>
<figure id="attachment_13596" class="wp-caption aligncenter" aria-describedby="caption-attachment-13596"><img class="size-medium wp-image-13596" src="https://seatosummitphotography.co.uk/wp-content/uploads/2008/2005_0729_Scots_pine-500x333.jpg" alt="" width="500" height="333" />
<figcaption id="caption-attachment-13596" class="wp-caption-text">Scots pine trees at River Grudie</figcaption>
</figure>
<p>&nbsp;</p>
<p>The workshop will explore the blend of skills for mastering landscape photography using location, weather and your own equipment.</p>
<p dir="auto">This is a great workshop both for beginners and those looking for more advanced techniques. We'll look at the use of filters, contrasting light conditions and how to set up your camera for best results.</p>
<p dir="auto">Bring along your tripod, filters and your choice of lenses.</p>

Scotland360

Photography

Suitable for all levels of photographer, this is a must for those who enjoy landscapes and who would like to spend time learning and honing composition skills.

Loch Maree Landscapes

General admission

Musselburgh

<div class="kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x c1et5uql">Enjoy a Friday morning amongst the trees of Newhailes Estate, take some time out for yourself after a busy week. Adventure and Mindfulness</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">Enjoy a Friday morning amongst the trees of Newhailes Estate, take some time out for yourself after a busy week, connect with nature, like-hearted women, breathe deeply and reflect on what it is that moves you!</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">What to expect:<br />Forestbathing<br />Meditation and Reflection<br />Breathing exercises<br />Some Yoga,<br />Nature Art</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">&nbsp;</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">You will be supplied with:<br />insulated seat mats, snacks and hot drinks.<br />You will leave feeling refreshed, invigorated, inspired and happy to be alive, smelling of fire and freedom!<br />Limited numbers of tickets available, to keep the group small, dynamic and supportive.<br />If you would like to find out more ahead of booking, or have any concerns, please email anna@wander-women.co.uk<br />Please let me know of any food allergies and potential health issues and conditions, access needs, etc.<br />This event will run with min 4 women participants.<br />A Whatsapp Group will be created, in order to e-meet each other beforehand, in order to arrange shared lifts and transport, share photos, and to keep in touch!<br />Find WanderWomen Scotland on Facebook , Instagram and add friends to the mailing list here !</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">&nbsp;</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">&nbsp;</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">&nbsp;</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">FAQs</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">What can I bring to the event?<br />Please bring your walking boots, water proofs, bottled water, a small snack, and plenty of warm layers, as well as a journal to take notes.</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">How can I contact the organiser with any questions?<br />email Anna at anna@wander-women.co.uk or call 07816188615</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">Do I have to bring my printed ticket to the event?<br />No. Simply show us your e-ticket on your phone!</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">Are there any requirements for the event?<br />Please make sure your fitness levels are suitable for this experience.</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">What happens in the event of bad weather?<br />This trip will go ahead in most weathers. If the weather forecast is severe the day before, the event host will reserve the right to cancel. In that case credits towards future events are given.<br />No Refunds given</div>
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql">--------------------------------------<br />By booking for this trip you agree to the following:<br />WanderWomen: Terms and Conditions<br />Everyone taking part in this WanderWomen activity does so at their own risk.<br />This adventure might present some physical and mental challenges, and carries with it the potential for death, serious injury and property loss. The risks include: actions by other people, slipping on wet surface and falling (injury), burns, hypothermia, lack of hydration, weather, and/or other natural conditions.<br />The event host assumes no responsibility for anyone attending this event. The event host will not be held responsible for any accident, injury or loss occurring as a result of any event or in connection with travel to such event, however caused.<br />When you join a WanderWomen event, you indicate that you accept these conditions and accept that no legal liability is accepted by the event host in the event of accident or injury, however caused.<br />Participants in WanderWomen events are reminded that outdoor activities need specialist equipment (boots, waterproofs, etc) and WanderWomen does not provide these. Participants are responsible for assessing their own risk, the safety of themselves and the suitability of any equipment used.<br />While accepting no responsibility or liability, for outdoor events, the event host may, at their discretion, not admit you to join the walk or other event if in their opinion you are ill-equipped for the terrain and weather conditions.<br />I herewith accept that the event will go ahead in all weathers, however, in extreme weather situations the route and length of the event might be altered, as assumed suitable by the event organiser.<br />I understand that at this event or related activities I may be photographed. I agree to allow my photo, video, or film likeness to be used for any legitimate purpose by the event holders.<br />I hereby consent to receive medical treatment that may be deemed advisable in the event of injury, accident, and/or illness during this event.<br />I certify that I am physically fit and have not been advised not to take part by a medical professional.<br />I acknowledge that this Release of Liability form will be used by WanderWomen Scotland Ltd and it will govern my actions and responsibilities during activities.<br />I have read this document and I understand its content.<br />Please email wanderwomenscotland@gmail.com stating you understand the Terms and Conditions, please also let me know the following details: Full name, DOB, phone number, Emergency contact and phone number. Thank you!<br />I consent to this data and records being kept for 3 years</div>

WanderWomen

Health & Wellbeing

Enjoy a morning in a small circle of women, in nature, connecting to yourself & nature in a mix of mindfulness, adventure, nature connection, women & community.

Forestbathing Friday

<p><strong></strong><strong> Boost Your Career By Enrolling In This Land Management Bundle To Overcome Your Challenges!</strong><strong></strong></p><p><strong>Get a Free 1 QLS Endorsed Certificate Course with 10 Additional CPDQS Accredited Bundle Courses In A Single Payment.</strong></p><p>If you wish to gain a solid and compact knowledge of Land Management and boost your career, then take a step in the right direction with this industry-standard, comprehensive Land Management bundle of courses, which are well organised.</p><p>This Land Management bundle package includes 1 Premium, <strong>The Quality Licence Scheme-endorsed </strong>course, 10 additional <strong>CPDQS Accredited Certificate </strong>courses, with expert assistance, and a <strong>FREE courses assessment included. </strong>Learn a range of in-demand technical skills to help you progress in your career with 12 months of unlimited access to this bundle of courses. If you enrol in this package, you will not be charged any extra fees.</p><p><strong>This Bundle Package includes:</strong></p><ul><li><strong> Course 01:</strong> Diploma in Land Management at QLS Level 5</li></ul><p><strong>10 Additional CPD Accredited Premium Courses -</strong></p><ul><li><strong> Course 01: </strong>Environment Management Course</li><li><strong> Course 02: </strong>Agricultural Science</li><li><strong> Course 03: </strong>Forestry</li><li><strong> Course 04: </strong>Diploma in Water Treatment</li><li><strong> Course 05: </strong>Gardening And Horticulture</li><li><strong> Course 06: </strong>Horticulture &amp; Plant Nutrition</li><li><strong> Course 07: </strong>Understanding of Homesteading Gardening Diploma</li><li><strong> Course 08: </strong>Botany</li><li><strong> Course 09: </strong>Landscape Architecture</li><li><strong> Course 10: </strong>Critical Thinking Training</li></ul><p>Success becomes a lot simpler with this Land Management bundle package, which allows you to monetise your skills. This bundle is appropriate for both part-time and full-time students, and it can be completed at your own pace.</p><p>This premium Land Management bundle of courses helps your professional development by receiving an endorsement from the Quality Licence Scheme and CPDQS Accredited Certificate. You'll be able to practice in your own time and speed.</p><p>The course materials for Land Management are designed by experts, and you can access them. easily from any of your smartphones, laptops, PCs, tablets, etc. Master the skills. You need to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors.</p><p><strong>Why Prefer This Bundle?</strong></p><ul><li>You will receive a completely <strong>free certificate from the Quality Licence Scheme.</strong></li><li>Option to receive 10 additional certificates accredited by <strong>CPDQS.</strong></li><li><strong>Get a free student ID </strong>card<strong>! </strong>(£10 postal charge will be applicable for international delivery)</li><li>Engaging voiceover and visual elements for your convenience.</li><li>Complete the bundle at your own pace.</li><li>Free assessments and immediate results.</li><li>24/7 tutor support.</li></ul> <p>Take a step toward a brighter future!</p><p><strong> Course 01: Diploma in Land Management at QLS Level 5</strong></p><ul><li>Module 01: An Introduction</li><li>Module 02: Land Use and Land Use Planning</li><li>Module 03: Soil Management</li><li>Module 04: Land Degradation</li><li>Module 05: Weed Management</li><li>Module 06: Watershed Management</li><li>Module 07: Irrigation Management</li><li>Module 08: Land Tenure, Administration, and Transaction</li><li>Module 09: Land Registration and Acquisition</li><li>Module 10: Land Law</li></ul><p><strong>Assessment Process</strong></p><p>After completing an online module, you will be given immediate access to a specially designed MCQ test. The results will be immediately analysed, and the score will be shown for your review. The passing score for each test will be set at 60%.</p><p>You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the <strong>Diploma in Land Management at QLS Level 5</strong> exams.</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">
                            <p>This bundle is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want!</p>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>No prior background or expertise is required.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>The bundle aims to help you get the job or even the long-awaited promotion of your dreams.</p>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Diploma in Land Management at QLS Level 5</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div> <p><strong>Show off Your New Skills with a Certificate of Completion</strong></p><p>After completing the Land Management Bundle, you can order an original hardcopy certificate of achievement endorsed by <strong>the Quality Licence Scheme.</strong> The certificate will be home-delivered, completely free of charge in this package.</p><p><strong>For Additional the Quality Licence Scheme Endorsed Certificate you have to pay the price based on the Level of these Courses:</strong></p><ul><li>Level 1 - £59</li><li>Level 2 - £79</li><li>Level 3 - £89</li><li>Level 4 - £99</li><li>Level 5 - £119</li><li>Level 6 - £129</li><li>Level 7 - £139</li></ul><p><strong>Certificate Accredited by </strong><strong>CPDQS</strong></p><p>Upon finishing the Land Management Bundle Courses, you need to order to receive a <strong>Certificate Accredited by CPDQS</strong> that is recognised all over the UK and also internationally. The pricing schemes are -</p><ul><li><strong>29 GBP for Printed Hardcopy Certificate inside the UK</strong></li><li><strong>39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)</strong></li></ul> </div>
        <h4>Certificate Accredited by CPDQS</h4>
        <p>
            Digital certificate -
            £10
        </p>
            <div> <p>Upon passing the Bundle, you need to order to receive a <strong>Digital Certificate</strong> for each of the courses inside this bundle as proof of your new skills that are accredited by <strong>CPDQS.</strong></p> </div>

                        </div>

Level 5 Diploma in Land Management - QLS Endorsed

<p><strong> 24-Hour Knowledge Knockdown! Prices Reduced Like Never Before </strong></p><p>The importance of environmental health has never been more pronounced. In the UK alone, air pollution causes an estimated <strong>40,000 premature deaths each year</strong>.  Are you aware of the impact your environment has on your health? This Environmental Health diploma course offers an in-depth exploration of vital environmental topics and current environmental practices.</p><p>This comprehensive bundle covers a range of essential environmental subjects, from the basics of environmental health and management to specialised areas such as <strong>meteorology, agricultural science, and forestry</strong>. Learners will explore the complexities of environmental law, the principles of garden design and organic gardening, and delve into botanical sciences and herbal studies. Each course is designed to build on your knowledge and skills, providing a solid foundation in understanding the impact of environmental factors on human health and the ecosystem.</p><p>This <strong>Environmental Health</strong> at QLS <strong>Level 4</strong> course is endorsed by <strong>The Quality Licence Scheme</strong> and accredited by <strong>CPD QS</strong> (with <strong>120 </strong>CPD points) to make your skill development &amp; career progression more accessible than ever!</p><p>With a single payment, you will gain access to <strong>Environmental Health</strong> course, including <strong>10 premium courses</strong>, a <strong>QLS Endorsed Hardcopy certificate </strong>(for the title course) and <strong>11 PDF certificates</strong> for Absolutely free.</p><p><strong>This Environmental Health Bundle Package includes:</strong></p><ul><li><strong> Main Course:</strong> Diploma in Environmental Health at QLS Level 4</li></ul><p><strong>10</strong><strong> Additional Premiums CPD Accredited Courses -</strong></p><ul><li><strong> Course 01: </strong>Environment Management Course</li><li><strong> Course 02: </strong>Environmental Law 2021 Course</li><li><strong> Course 03: </strong>Meteorology</li><li><strong> Course 04: </strong>Agricultural Science</li><li><strong> Course 05: </strong>Forestry</li><li><strong> Course 06: </strong>Horticulture &amp; Organic Gardening</li><li><strong> Course 07: </strong>Benefits of Organic Gardening</li><li><strong> Course 08: </strong>Garden Design</li><li><strong> Course 09: </strong>Herbal Studies</li><li><strong> Course 10: </strong>Botany</li></ul><p> Whether you're seeking a career change or upskilling for your current role, this diploma course equips you with the knowledge and expertise to thrive in the environmental health sector. Enrol today and take the first step towards a rewarding career!</p><p><strong>Learning Outcomes of Environmental Health</strong></p><ul><li>Develop expertise in environmental health and management best practices.</li><li>Understand environmental laws, regulations, and legal frameworks.</li><li>Gain insights into meteorology and its impact on the environment.</li><li>Explore sustainable agricultural practices, horticulture, and organic gardening.</li><li>Learn about forestry, botany, and herbal studies.</li><li>Implement garden design principles and sustainable landscaping techniques.</li></ul><p><strong>Why Choose Us?</strong></p><ul><li>Get a <strong>Free QLS Endorsed Certificate</strong> upon completion of Environmental Health</li><li>Get a <strong>free student ID card</strong> with Environmental Health Training program (£10 postal charge will be applicable for international delivery)</li><li>The Environmental Health is <strong>affordable and simple</strong> to understand</li><li>This course is <strong>entirely online, interactive lesson</strong> with voiceover audio</li><li>Get <strong>Lifetime access</strong> to the Environmental Health course materials</li><li>The Environmental Health comes with <strong>24/7 tutor support</strong></li></ul> <p>Start your learning journey straightaway!</p><p><strong>*** Course Curriculum ***</strong></p><p><strong> Main Course: Diploma in Environmental Health at QLS Level 4</strong></p><ul><li>Module 01: Introsduction</li><li>Module 02: Waste, Pollution and Pollutants</li><li>Module 03: Environment, Pollution, Climate Change and Health</li><li>Module 04: Recovering Resources and Managing Waste</li><li>Module 05: Food Waste</li><li>Module 06: Plastic</li><li>Module 07: Air Pollution</li><li>Module 08: Water</li><li>Module 09: Environmental Sustainability</li></ul><p><strong> Course 01: Environment Management Course</strong></p><ul><li>Module 01: Environment and Ecology </li><li>Module 02: Environmental Issues </li><li>How to Create a Vision Statement </li><li>Module 04: Environmental Management System </li><li>What is a Mission </li><li>Module 06: Environmental Law and Policy </li><li>Module 07: Improving Environmental Performance </li><li>Module 08: Environmental Management Audit </li><li>What is a Vision </li><li>Strategic Planning Process </li></ul><p><strong>=========&gt;&gt;&gt;&gt;&gt; And 9 More Courses &lt;&lt;&lt;&lt;&lt;=========</strong></p><p><strong>How will I get my Certificate?</strong></p><p>After successfully completing the course, you will be able to order your QLS Endorsed Certificates and CPD Accredited Certificates as proof of your achievement.</p><ul><li><strong>PDF Certificate: Free </strong>(Previously it was £12.99*11 = £143)</li><li><strong>QLS Endorsed Hard Copy Certificate: Free</strong> (For The Title Course: Previously it was £99)</li></ul> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        220 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 interested in learning more about the topic is advised to take this bundle. This bundle is ideal for:</p><ul><li>Environmental enthusiasts</li><li>Public health advocates</li><li>Horticulture &amp; gardening professionals</li><li>Sustainability champions</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You will not need any prior background or expertise to enrol in this bundle.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>After completing this bundle, you are to start your career or begin the next phase of your career.</p><ul><li>Environmental Health Practitioner: £38,000 - £60,000</li><li>Health Technician Officer: £22,573 - £36,067</li><li>Health &amp; Safety Manager: £50,000 - £70,000</li><li>Health &amp; Safety Specialist: Average £38,640 per year</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div><p>Upon passing the Course, you need to order a <strong>Digital Certificate</strong> for each of the courses inside this bundle as proof of your new skills that are accredited by <strong>CPD QS </strong>for Free.</p></div>
        <h4>Diploma in Environmental Health at QLS Level 4</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p><em>Please note that International students have to pay an additional £10 as a shipment fee.</em></p></div>

                        </div>

Level 4 Diploma in Environmental Health - QLS Endorsed

Transform your relationship with nature through the Wild Finca Online Rewilding Retreat. Over the course of two weeks, embark on a journey designed to deepen your understanding of the natural world, inspire personal growth, and provide practical steps for integrating rewilding practices into your daily life. Be among the first to experience this unique and innovative retreat. With limited spots available, don’t miss the opportunity to embrace a harmonious lifestyle with nature. Begin your journey towards a more connected existence today.

Wild Finca Online Rewilding Retreat
Our intention for the Wild Finca Online Rewilding Retreat is to help you strengthen your connection with nature. We achieve this by enhancing your knowledge of the natural world and offering both inspiration and practical suggestions on how to incorporate the concept of ‘Rewilding’ into your own life.
Course Structure:

Week 1

Session 1: Introduction to Wild Finca Habitats
Date & Time: Wednesday 2nd October (9pm CET)
- LIVE with mini film inserts (an intro to the different habitats we have here, and a Q&A about habitats near to you)
Pre-recorded Mini Film:
- Introduction to the different habitats at Wild Finca.
- Visual tour showcasing various ecosystems.
Live Component:
- Q&A session about habitats near you. Participants can share information and ask questions about their local environments.
Objectives:
- Understand the variety of habitats at Wild Finca.
- Learn to identify and appreciate your local habitats.


Session 2: Wildlife at Wild Finca
Date & Time: Friday 4th October (9pm CET)
- LIVE with mini film inserts (the wildlife we have here, migration and local fauna)
Pre-recorded Mini Film:
- Presentation on the wildlife at Wild Finca.
- Focus on both migratory species and local fauna, highlighting unique behaviors and adaptations.
Live Component:
- Interactive discussion on wildlife spotting tips and ethical wildlife observation.
Objectives:
- Gain knowledge about the diverse wildlife at Wild Finca.
- Develop skills for observing and identifying your local wildlife.


Session 3: Agri-Rewilding Process
Date & Time: Sunday 6th October (9pm CET)
- LIVE with mini film inserts (agriwilding, the livestock we use and why)
Pre-recorded Mini Film:
- Overview of Wild Finca's agri-rewilding process.
- Step-by-step guide on how rewilding practices are applied to agricultural land.
Live Component:
- Q&A session on implementing rewilding techniques.
Objectives:
- Understand the principles of agri-rewilding.
- Learn practical steps to incorporate rewilding into your own life


Week 2

Session 4: The Importance of Plants
Date & Time: Wednesday 9th October (9pm CET)
- LIVE with mini film inserts (the importance of plants)
Pre-recorded Mini Film:
- Exploration of the vital role plants play in ecosystems.
- Highlighting key plant species at Wild Finca and their ecological significance.
Live Component:
- Discussion on native vs. invasive plants and how to promote native plant growth.
Objectives:
- Recognize the importance of plant diversity.
- Learn to identify and support native plant species.


Session 5: Applying Wild Finca Rewilding Knowledge
Date & Time: Friday 11th October (9pm CET)
- LIVE with mini film inserts (what can you do? How can you apply this to your life?)
Pre-recorded Mini Film:
- Practical ways to apply rewilding principles to everyday life.
- Tips on creating wildlife-friendly spaces in urban and rural settings.
Live Component:
- Workshop on designing personal rewilding projects and sharing ideas.
Objectives:
- Empower participants to implement rewilding practices at home.
- Foster a community of rewilding enthusiasts.


Session 6: Treasure Hunt Review and Closing
Date & Time: BONUS session Sunday 13th of October (9pm CET)
- LIVE a review of everyones Treasure Hunt (NB You will recieve the Treasure Hunt on Sunday 29th of September. The Treasure Hunt is specifically designed to get you outside and engaging directly with the natural world, as well as creating opportunities to put your learning into practice). 
Activity:
- Treasure Hunt: Participants will receive a list of items to find over the two-week period. Items may include specific plants, animal tracks, insects, etc.
Live Component:
- Review of Treasure Hunt findings.
- Identification and discussion of items found.
- Closing remarks and feedback session.
Objectives:
- Encourage hands-on engagement with nature.
- Provide a fun and interactive way to reinforce learning.
By the end of the retreat, you'll not only have deepened your connection with nature but also gained actionable insights to bring the spirit of rewilding into your own environment.
PLUS
A Wild Finca Guide PDF to support your learning (we will send this to you when you register for the course).
Access to ‘Notes from Wild Finca’ our 2021 monthly film series (this will also be sent on registration).
And, for the duration of the course, be a part of an optional WFORR WhatsApp group so that the community can share Treasure Hunt updates, and get help with ID and any other questions that might pop up over the course (this will start September the 30th and be active for the two week course duration).
A map of Wild Finca (you will receive this on Tuesday 1st of October).
If you are unable to attend the LIVE sessions, they will all be recorded for you to catch up at your own convenience. All recordings and access to ‘Notes from Wild Finca’ will be available until Sunday 3rd of November. 



Wild Finca Online Rewilding Retreat

Nature Therapy

Wilderness Survival

Wild Camping

Forest Therapy

Ecotherapy

Transform your relationship with nature through the Wild Finca Online Rewilding Retreat. Over the course of two weeks, embark on a journey designed to deepen your understanding of the natural world, inspire personal growth, and provide practical steps for integrating rewilding practices into your daily life. Be among the first to experience this unique and innovative retreat. With limited spots available, don’t miss the opportunity to embrace a harmonious lifestyle with nature. Begin your journey towards a more connected existence today.

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" fr-original-style=" color: rgb(209, 210, 211);" style="color: rgb(209, 210, 211); box-sizing: border-box;" id="isPasted"><span fr-original-style="color: rgb(0, 0, 0);" style="color: rgb(0, 0, 0); box-sizing: border-box;">Welcome to Walking in Icy Conditions: Stay Safe During Winter Walks. In this course, you&#39;ll learn:</span></b></p><ol style="color: rgb(236, 236, 236); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(236, 236, 236);"><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Introduction to Logging Industry:</strong></p></li><li 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;">Gain insight into the historical context, current landscape, and future trends of the logging industry. Understand the roles of key stakeholders and the fundamental principles that govern timber harvesting operations.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Advanced Logging Practices and Technology:</strong>&nbsp;</p></li><li 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;">Explore cutting-edge technologies and innovative techniques utilized in modern logging operations. Learn how advancements in equipment and methodologies enhance efficiency, productivity, and safety in the field.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Environmental Sustainability and Conservation:</strong>&nbsp;</p></li><li 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;">Understand the importance of sustainable forestry practices and their impact on ecosystems and biodiversity. Explore strategies for mitigating environmental impact, promoting reforestation, and preserving natural habitats.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Ethical and Legal Considerations:</strong></p></li><li 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;"> Navigate the complex legal and ethical framework governing logging activities. Examine regulations, permits, and compliance requirements while fostering a culture of responsibility and accountability within the industry.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Log Yard Operations and Processing:</strong></p></li><li 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;"> Delve into the processes involved in sorting, storing, and processing harvested timber in log yards. Learn best practices for optimizing workflow, managing inventory, and ensuring product quality.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Logging Techniques and Procedures:</strong></p></li><li 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;">Master fundamental logging techniques and operational procedures essential for safe and efficient timber harvesting. From tree felling to log extraction, participants will develop proficiency in each stage of the logging process.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Logistical Operations and Supply Chain Management:</strong></p></li><li 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;"> Explore the intricacies of supply chain management in the logging industry. Analyze logistics, transportation, and inventory management strategies to optimize resource allocation and minimize costs.</p></li><li 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 style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Occupational Health and Training:</strong>&nbsp;</p></li><li 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;">Prioritize safety and well-being in logging operations through comprehensive training programs and adherence to occupational health guidelines. Identify common hazards and implement preventive measures to safeguard personnel and equipment.</p></li></ol>

John Academy

Sustainability

Explore the intricacies of timber harvesting with our comprehensive course on Logger Training: Techniques in Timber Harvesting. From sustainable practices to advanced technology, delve into key topics including environmental conservation, legal considerations, and supply chain management. Master logging techniques, prioritize safety, and gain insights into the ethical dimensions of the industry. Elevate your skills and contribute to sustainable forestry management. Enroll now!

Logger Training: Techniques in Timber Harvesting

<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>

Nexus Human

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

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					<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>
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										<span>Get a deep understanding of Forest Schooling just in hours not years</span>
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										<span>Familiar yourself with the recent development and updates of the relevant industry</span>
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										<span>Get help from our expert tutors anytime you need</span>
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										<span> Access to course contents that are designed and prepared by industry professionals</span>
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										<span>Study at your convenient time and from wherever you want </span>
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				<h2>Requirements</h2>
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										<span>No formal qualifications required, anyone from any academic background can take this course.</span>
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										<span>Access to any internet-enabled smart device.</span>
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										<span>You will be able to incorporate various practical techniques successfully and understand your customers better.</span>
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                                <h2>Course Curriculum</h2>
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					<td colspan="4"><strong>Module 01: Forest Schooling</strong></td>
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					<td>Forest Schooling</td><td><span>🕐 00:06:00</span></td>
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					<td colspan="4"><strong>Module 02: Benefits of Forest Schooling</strong></td>
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					<td>Benefits of Forest Schooling</td><td><span>🕐 00:10:00</span></td>
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					<td colspan="4"><strong>Module 03: Forest School Programme</strong></td>
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					<td>Forest School Programme</td><td><span>🕐 00:14:00</span></td>
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					<td colspan="4"><strong>Module 04: Learning Activities in Forest School</strong></td>
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					<td>Learning Activities in Forest School</td><td><span>🕐 00:10:00</span></td>
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					<td colspan="4"><strong>Module 05: Playing Activities in Forest Schoo</strong></td>
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					<td>Playing Activities in Forest School</td><td><span>🕐 00:10:00</span></td>
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					<td colspan="4"><strong>Module 06: Survival Activities in Forest School</strong></td>
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					<td>Survival Activities in Forest School</td><td><span>🕐 00:12:00</span></td>
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					<td colspan="4"><strong>Module 07: Child Development</strong></td>
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					<td>Child Development</td><td><span>🕐 00:12:00</span></td>
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					<td colspan="4"><strong>Module 08: Eco-Friendly Forest Schooling</strong></td>
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					<td>Eco-Friendly Forest Schooling</td><td><span>🕐 00:08:00</span></td>
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					<td colspan="4"><strong>Module 09: Safety and Risk Management</strong></td>
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					<td>Safety and Risk Management</td><td><span>🕐 00:08:00</span></td>
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					<td colspan="4"><strong>Assignment</strong></td>
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					<td>Assignment - Forest Schooling</td><td><span>🕐 05:01:00</span></td>
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Skill Up

Certificate in Further Education & Training (Cert Ed)

Forestry

Forest School

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>
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					<td><i></i></td>
					<td>Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:06:00</span></td>
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					<td colspan="4">Module 02: Benefits of Forest Schooling</td>
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					<td><i></i></td>
					<td>Benefits of Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
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					<td colspan="4">Module 03: Forest School Programme</td>
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					<td><i></i></td>
					<td>Forest School Programme</td>
					<td> </td>
					<td><span><i></i> 00:14:00</span></td>
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					<td colspan="4">Module 04: Learning Activities in Forest School</td>
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					<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>
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<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>

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!

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			<h2>Overview
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					<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>
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					<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>
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					<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>
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					<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>
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					<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>
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					</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>

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<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>
        
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        <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>

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