Name: Herpetology Course
Price: 99 GBP
Availability: InStock

<p><strong>Exclusive Deal - Get QLS Endorsed Certificate Worth £100 absolutely Free with </strong><strong>11 </strong><strong>(PDF + Hard Copy) Certificate (CPD) for each course. Hurry Up, Offer Ends Soon!</strong></p> <p>Launch the dynamic career you've always wanted! Take this high-quality <strong> Agriculture </strong>Bundle training worth to articulate your innovative goals and develop a simple approach for attaining them.</p> <p><strong>11 </strong><strong>in 1 Exclusive Agriculture Bundle</strong></p> <ul> <li><strong>Course 01: </strong>Agricultural Science</li><li><strong>Course 02: </strong>Botany</li><li><strong>Course 03: </strong>Forestry</li><li><strong>Course 04: </strong>Reproduction in Flowering Plants</li><li><strong>Course 05: </strong>Arboriculture</li><li><strong>Course 06:</strong> Environmental Health</li><li><strong>Course 07:</strong> Land Management</li><li><strong>Course 08: </strong>Diploma in Poultry Farming</li><li><strong>Course 09:</strong> Farming - Growing Mushroom</li><li><strong>Course 10:</strong> Hydroponics Gardening</li><li><strong>Course 11:</strong> Master Herbalist Diploma Level 3</li></ul> <p>Whether you're an aspirant looking to start your dream career, a professional looking to branch out, or somebody in between   this <strong>Agriculture</strong>, QLS Endorsed Course will get you sorted. The rudimentary knowledge in this course will add tremendous value and enable you to establish the meaningful career you've always craved.</p> <p><strong>Why Choose Imperial Academy?</strong></p> <ul> <li>Fully online Training.</li><li>QLS Endorsed &amp; CPD Accredited Training.</li><li>No time limits. Study at your own pace.</li><li>Expert Instructors.</li><li>Audio Visual Training.</li><li>Further reading where necessary.</li><li>Up-to-date curriculum and effective guidelines.</li></ul> <p> Enrol in our '<strong>Agriculture</strong>' today and Start Learning </p><p>This <strong>Agriculture </strong>bundle training will help you become an expert in a relevant sector. Our world-class tutors will help you with every query throughout your learning journey and assist you in mastering <strong>Agriculture</strong>. So, add this course to your basket   harness the coveted skills and open the door to your next breakthrough!</p><h2>
        
        <div>CPD</div>
    </h2>

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

                        <div id="who_is_this_course_for">
                             <p>This <strong>Agriculture </strong>course will be a great source of knowledge for you to improve your existing skills and take them to the next level.</p> <p><strong>Disclaimer</strong></p> <p>This Agriculture course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. One Education will be able to advise you on any further recognition. For further information please visit the Learner FAQs on the Quality Licence Scheme website.</p> <p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p> 
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                             <p>Anyone can enrol in this Agriculture course.</p> 
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                             <p>After completing this <strong>Agriculture </strong>Course, you are to start your career or begin the next phase of your career in this field</p> 
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div> <p><strong>Quality Licence Scheme Endorsed Certificate of Achievement</strong></p> <p>Learners will get an endorsed certificate of achievement (included with the course) directly at their doorstep after successfully completing the package! It should be noted that <strong>international students must pay a £10 shipping cost.</strong></p> <p>For ordering additional QLS Certificates, <strong>other than Agricultural Science course</strong>, the fees will be following with £10 for international shipping only</p> <ul> <li>Level 1 - £109</li><li>Level 2 - £115</li><li>Level 3 - £119</li><li>Level 4 - £125</li><li>Level 5 - £129</li><li>Level 6 - £135</li><li>Level 7 - £139</li></ul> <p><strong>CPD Accredited Certification</strong></p> <p>Upon successfully completing each of the courses in this package, you will be qualified for CPD Accredited Certificates. Certification is available -</p> <ul> <li>PDF completely free of charge</li><li>Hard copy for £3.99 each</li></ul> <p>It should also be noted that <strong>international students must pay a £10 shipping cost.</strong></p> </div>

                        </div>

Imperial Academy

Level 5 Diploma (FREE QLS Endorsed Certificate)| 14 CPD Courses+ 14 PDF Certificates| CPD & CiQ Accredited

Agriculture QLS Diploma

General Admission

<p><strong>Exclusive Deal - Get QLS Endorsed Certificate Worth £100 absolutely Free with </strong><strong>11 </strong><strong>(PDF + Hard Copy) Certificate (CPD) for each course. Hurry Up, Offer Ends Soon!</strong></p> <p>Launch the dynamic career you've always wanted! Take this high-quality <strong> Alternative Medicine </strong>Bundle training worth to articulate your innovative goals and develop a simple approach for attaining them.</p> <p><strong>11 </strong><strong>in 1 Exclusive Bundle</strong></p> <ul> <li><strong>Course 01:</strong> Ayurveda Diploma at QLS Level 5</li><li><strong>Course 02: </strong>Master Herbalist Diploma Level 3</li><li><strong>Course 03:</strong> Herbalist: Cold and Flu Remedies</li><li><strong>Course 04: </strong>Alternative Medicine - Homeopathy</li><li><strong>Course 05:</strong> Diploma in Aromatherapy</li><li><strong>Course 06:</strong> Occupational Therapy Course</li><li><strong>Course 07:</strong> Hydrotherapy</li><li><strong>Course 08:</strong> Thai Massage Therapy for Pain Management - Online Diploma</li><li><strong>Course 09:</strong> Forestry</li><li><strong>Course 10: </strong>Botany and Gardening Physiology</li><li><strong>Course 11:</strong> Food, Fitness &amp; Mental Health</li></ul> <p>Whether you're an aspirant looking to start your dream career, a professional looking to branch out, or somebody in between   this <strong>Alternative Medicine</strong>, QLS Endorsed Course will get you sorted. The rudimentary knowledge in this course will add tremendous value and enable you to establish the meaningful career you've always craved.</p> <p><strong>Why Choose Imperial Academy?</strong></p> <ul> <li>Fully online Training.</li><li>QLS Endorsed &amp; CPD Accredited Training.</li><li>No time limits. Study at your own pace.</li><li>Expert Instructors.</li><li>Audio Visual Training.</li><li>Further reading where necessary.</li><li>Up-to-date curriculum and effective guidelines.</li></ul> <p> Enrol in our '<strong>Alternative Medicine</strong>' today and Start Learning </p> <p><br /><br /></p><p>This <strong>Alternative Medicine </strong>bundle training will help you become an expert in a relevant sector. Our world-class tutors will help you with every query throughout your learning journey and assist you in mastering <strong>Alternative Medicine</strong>. So, add this course to your basket   harness the coveted skills and open the door to your next breakthrough!</p><h2>
        
        <div>CPD</div>
    </h2>

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

                        <div id="who_is_this_course_for">
                             <p>This <strong>Alternative Medicine </strong>course will be a great source of knowledge for you to improve your existing skills and take them to the next level.</p> <p><strong>Disclaimer</strong></p> <p>This Alternative Medicine course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. One Education will be able to advise you on any further recognition. For further information please visit the Learner FAQs on the Quality Licence Scheme website.</p> <p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p> 
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                             <p>Anyone can enrol in this <strong>Alternative Medicine</strong> course.</p> 
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                             <p>After completing this <strong>Alternative Medicine </strong>Course, you are to start your career or begin the next phase of your career in this field</p> 
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div> <p><strong>Quality Licence Scheme Endorsed Certificate of Achievement</strong></p> <p>Learners will get an endorsed certificate of achievement (included with the course) directly at their doorstep after successfully completing the package! It should be noted that <strong>international students must pay a £10 shipping cost.</strong></p> <p>For ordering additional QLS Certificates, <strong>other than Ayurveda Diploma Course </strong>, the fees will be following with £10 for international shipping only</p> <ul> <li>Level 1 - £109</li><li>Level 2 - £115</li><li>Level 3 - £119</li><li>Level 4 - £125</li><li>Level 5 - £129</li><li>Level 6 - £135</li><li>Level 7 - £139</li></ul> <p><strong>CPD Accredited Certification</strong></p> <p>Upon successfully completing each of the courses in this package, you will be qualified for CPD Accredited Certificates. Certification is available -</p> <ul> <li>PDF completely free of charge</li><li>Hard copy for £3.99 each</li></ul> <p>It should also be noted that <strong>international students must pay a £10 shipping cost.</strong></p> </div>

                        </div>

Level 5 Diploma(FREE QLS Endorsed Certificate)| 11 CPD Courses+11 PDF Certificates| 140 CPD Points|CPD & CiQ Accredited

Alternative Medicine

<p><strong>** Enrol NOW to Enjoy an EXCLUSIVE 16% OFF **</strong></p><p>With health trends changing daily, Ayurveda stands out, holding substantial roots in ancient wisdom for over 5,000 years. Did you know that 80% of the global population relies on herbal medicine for some aspect of their primary healthcare? Join the revolution with our "<strong>Alternative Medicine (Ayurveda) - QLS Level 5</strong>" online course. Explore the holistic wonders of <strong>Ayurveda</strong>, from understanding its foundational principles to mastering herbal remedies for everyday health!</p><p>Our meticulously crafted modules walk you through everything from Ayurvedic dietary guidelines to designing your herbal kitchen. Equip yourself with age-old techniques to <strong>balance body, mind, and spirit</strong>, such as daily routines enriched with<strong> exercise &amp; yoga</strong>. You'll also learn to use medicinal herbs effectively, tackling common ailments and promoting overall well-being. But that's not all! Ayurveda is more than just a <strong>healing method</strong>; it's a lifestyle. With our course, you'll be empowered to embrace Ayurvedic living as the ultimate <strong>preventive medicine</strong>, ensuring longevity and vibrant health.</p><p>In a world overflowing with medical information, set yourself apart. Learn, grow, and harness the true power of nature with "<strong>Alternative Medicine (Ayurveda) - QLS Level 5</strong>". Enlighten your path to natural health and well-being. Secure your spot today!</p><p><strong>Learning Outcomes:</strong></p><ul><li>Accomplish a thorough understanding of the historical and philosophical foundations of Ayurvedic medicine.</li><li>Learn the diverse Ayurvedic healing methodologies and their application in various health scenarios.</li><li>Acquire knowledge of various medicinal herbs, their properties, and the remedies for common ailments.</li><li>Be proficient in integrating daily routines, exercises, and yoga into your lifestyle for optimal health.</li><li>Understand the use and benefits of different Ayurvedic herbs and oils and their role in wellness.</li><li>Prepare yourself with the skills to prepare and utilise herbal remedies effectively at home.</li><li>Discover the essentials of setting up an Ayurvedic kitchen and the significance of each ingredient.</li><li>Engage yourself in Ayurvedic dietary guidelines and comprehend why the Ayurvedic lifestyle is hailed as the ultimate preventive medicine.</li></ul><p><strong>11 </strong><strong>in 1 Exclusive Bundle</strong></p><ul><li><strong>Course 01:</strong> Ayurveda Diploma at QLS Level 5</li><li><strong>Course 02: </strong>Master Herbalist Diploma Level 3</li><li><strong>Course 03:</strong> Herbalist: Cold and Flu Remedies</li><li><strong>Course 04: </strong>Alternative Medicine - Homeopathy</li><li><strong>Course 05:</strong> Diploma in Aromatherapy</li><li><strong>Course 06:</strong> Occupational Therapy Course</li><li><strong>Course 07:</strong> Hydrotherapy</li><li><strong>Course 08:</strong> Thai Massage Therapy for Pain Management - Online Diploma</li><li><strong>Course 09:</strong> Forestry</li><li><strong>Course 10: </strong>Botany and Gardening Physiology</li><li><strong>Course 11:</strong> Food, Fitness &amp; Mental Health</li></ul><p>This <strong>Alternative Medicine (Ayurveda) - QLS Level 5 </strong>bundle training will help you become competent in a relevant sector. Our course materials will help you with every query throughout your learning journey and assist you in mastering <strong>Alternative Medicine (Ayurveda) - QLS Level 5</strong>.</p><p><strong>Course Curriculum: </strong></p><p><strong>Course 01: Ayurveda Diploma at QLS Level 5</strong></p><ul><li>Module 01: Introduction to Ayurveda</li><li>Module 02: An Overview of Ayurvedic Healing Methods</li><li>Module 03: Medicinal Herbs and Remedies for Common Ailments</li><li>Module 04: Daily Routines, Exercise &amp; Yoga</li><li>Module 05: Ayurvedic Herbs &amp; Oils</li><li>Module 06: Herbal Remedies for Home Use</li><li>Module 07: The Herbal Kitchen</li><li>Module 08: Ayurvedic Dietary Guidelines</li><li>Module 09: Ayurvedic Lifestyle: The Ultimate Preventive Medicine</li></ul><p><strong>Why Choose Imperial Academy?</strong></p><ul><li>Fully Online Training</li><li>QLS Endorsed &amp; CPD Accredited Certificate</li><li>No Time Limits. Study at Your Own Pace</li><li>Expert Instructors</li><li>Audio Visual Training</li><li>Up-to-date Curriculum and Valuable Guidelines</li></ul><h2>
        
        <div>CPD</div>
    </h2>

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

                        <div id="who_is_this_course_for">
                            <p>This <strong>Alternative Medicine (Ayurveda) - QLS Level 5 </strong>course will be a great source of knowledge for improving your existing talents and taking them to the next level.</p><p><strong>Disclaimer</strong></p><p>This course has been endorsed by the <strong>Quality Licence Scheme</strong> for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. One Education will be able to advise you on any further recognition. For further information, please visit the Learner FAQs on the Quality Licence Scheme website.</p><p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Anyone can enrol in this <strong>Alternative Medicine (Ayurveda) - QLS Level 5</strong> course.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Ayurvedic Practitioner/Consultant: Average Yearly Salary £25,000 - £40,000</li><li>Ayurvedic Herbalist: Average Yearly Salary £20,000 - £35,000</li><li>Ayurvedic Nutritionist/Dietitian: Average Yearly Salary £22,000 - £38,000</li><li>Yoga Instructor: Average Yearly Salary £20,000 - £45,000</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

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

                        </div>

Level 5 Diploma | FREE QLS Endorsed Certificate | 10 CPD Courses & PDF Certificates | 140 CPD Points | Install Payment

Alternative Medicine (Ayurveda) - QLS Level 5

<strong>Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning &amp; More!</strong>
        <p>Do you ever want to be a data scientist and build Machine Learning projects that can solve real-life problems? If yes, then this course is perfect for you.
You will train machine learning algorithms to classify flowers, predict house price, identify handwritings or digits, identify staff that is most likely to leave prematurely, detect cancer cells and much more!
Inside the course, you'll learn how to:
&bull;	Set up a Python development environment correctly
&bull;	Gain complete machine learning toolsets to tackle most real-world problems
&bull;	Understand the various regression, classification and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, prevision, recall, etc. and when to use them.
&bull;	Combine multiple models with by bagging, boosting or stacking
&bull;	Make use to unsupervised Machine Learning (ML) algorithms such as Hierarchical clustering, k-means clustering etc. to understand your data
&bull;	Develop in Jupyter (IPython) notebook, Spyder and various IDE
&bull;	Communicate visually and effectively with Matplotlib and Seaborn
&bull;	Engineer new features to improve algorithm predictions
&bull;	Make use of train/test, K-fold and Stratified K-fold cross-validation to select the correct model and predict model perform with unseen data
&bull;	Use SVM for handwriting recognition, and classification problems in general
&bull;	Use decision trees to predict staff attrition
&bull;	Apply the association rule to retail shopping datasets
&bull;	And much more!
By the end of this course, you will have a Portfolio of 12 Machine Learning projects that will help you land your dream job or enable you to solve real-life problems in your business, job or personal life with Machine Learning algorithms.</p>
        <h2>What You Will Learn</h2><p>&bull;&nbsp;&nbsp;Learn to Build Powerful Machine Learning Models to Solve Any Problem<br>&bull;&nbsp;&nbsp;Learn to Train machine learning algorithms to predict house prices, identify handwriting, detect cancer cells &amp; more</p>
        <h2>Audience</h2><p>A newbie who wants to learn machine learning algorithm with Python. Anyone who has a deep interest in the practical application of machine learning to real world problems. Anyone wishes to move beyond the basics and develop an understanding of the whole range of machine learning algorithms. Any intermediate to advanced EXCEL users who is unable to work with large datasets. Anyone interested to present their findings in a professional and convincing manner. Anyone who wishes to start or transit into a career as a data scientist. Anyone who wants to apply machine learning to their domain.</p>
        <h2>Approach</h2><p>You'll go from beginner to extremely high-level and your instructor will build each algorithm with you step by step on screen.</p>
        <h2>Key Features</h2><p>&bull;&nbsp;&nbsp;Solve any problem in your business or job with powerful Machine Learning models * &bull;&nbsp;&nbsp;Go from zero to hero in Python, Seaborn, Matplotlib, Scikit-Learn, SVM, and unsupervised Machine Learning etc.</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/the-complete-machine-learning-course-with-python</p>
        <h2>About the Author</h2><h3>Anthony Ng</h3><p>Anthony Ng has spent almost 10 years in the education sector covering topics such as algorithmic trading, financial data analytics, investment, and portfolio management and more. He has worked in various financial institutions and has assisted Quantopian to conduct Algorithmic Trading Workshops in Singapore since 2016. He has also presented in QuantCon Singapore 2016 and 2017. He is passionate about finance, data science and Python and enjoys researching, teaching and sharing knowledge. He holds a Master of Science in Financial Engineering from NUS Singapore and MBA and Bcom from Otago University.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What Does the Course Cover?</p><p style='margin: 0'>Introduction: What Does the Course Cover?</p></td></tr></tbody></table><br><h4>2. Getting Started with Anaconda</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Windows OS] Downloading & Installing Anaconda</p><p style='margin: 0'>Getting Started with Anaconda: [Windows OS] Downloading &amp; Installing Anaconda</p></td></tr><tr><td style='padding: 15px;'><p>2. [Windows OS] Managing Environment</p><p style='margin: 0'>Getting Started with Anaconda: [Windows OS] Managing Environment</p></td></tr><tr><td style='padding: 15px;'><p>3. Navigating the Spyder & Jupyter Notebook Interface</p><p style='margin: 0'>Getting Started with Anaconda: Navigating the Spyder &amp; Jupyter Notebook Interface</p></td></tr><tr><td style='padding: 15px;'><p>4. Downloading the IRIS Datasets</p><p style='margin: 0'>Getting Started with Anaconda: Downloading the IRIS Datasets</p></td></tr><tr><td style='padding: 15px;'><p>5. Data Exploration and Analysis</p><p style='margin: 0'>Getting Started with Anaconda: Data Exploration and Analysis</p></td></tr><tr><td style='padding: 15px;'><p>6. Presenting Your Data</p><p style='margin: 0'>Getting Started with Anaconda: Presenting Your Data</p></td></tr></tbody></table><br><h4>3. Regression</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Regression: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Categories of Machine Learning</p><p style='margin: 0'>Regression: Categories of Machine Learning</p></td></tr><tr><td style='padding: 15px;'><p>3. Working with Scikit-Learn</p><p style='margin: 0'>Regression: Working with Scikit-Learn</p></td></tr><tr><td style='padding: 15px;'><p>4. Boston Housing Data - EDA</p><p style='margin: 0'>Regression: Boston Housing Data - EDA</p></td></tr><tr><td style='padding: 15px;'><p>5. Correlation Analysis and Feature Selection</p><p style='margin: 0'>Regression: Correlation Analysis and Feature Selection</p></td></tr><tr><td style='padding: 15px;'><p>6. Simple Linear Regression Modelling with Boston Housing Data</p><p style='margin: 0'>Regression: Simple Linear Regression Modelling with Boston Housing Data</p></td></tr><tr><td style='padding: 15px;'><p>7. Robust Regression</p><p style='margin: 0'>Regression: Robust Regression</p></td></tr><tr><td style='padding: 15px;'><p>8. Evaluate Model Performance</p><p style='margin: 0'>Regression: Evaluate Model Performance</p></td></tr><tr><td style='padding: 15px;'><p>9. Multiple Regression with statsmodel</p><p style='margin: 0'>Regression: Multiple Regression with statsmodel</p></td></tr><tr><td style='padding: 15px;'><p>10. Multiple Regression and Feature Importance</p><p style='margin: 0'>Regression: Multiple Regression and Feature Importance</p></td></tr><tr><td style='padding: 15px;'><p>11. Ordinary Least Square Regression and Gradient Descent</p><p style='margin: 0'>Regression: Ordinary Least Square Regression and Gradient Descent</p></td></tr><tr><td style='padding: 15px;'><p>12. Regularised Method for Regression</p><p style='margin: 0'>Regression: Regularised Method for Regression</p></td></tr><tr><td style='padding: 15px;'><p>13. Polynomial Regression</p><p style='margin: 0'>Regression: Polynomial Regression</p></td></tr><tr><td style='padding: 15px;'><p>14. Dealing with Non-linear relationships</p><p style='margin: 0'>Regression: Dealing with Non-linear relationships</p></td></tr><tr><td style='padding: 15px;'><p>15. Feature Importance Revisited</p><p style='margin: 0'>Regression: Feature Importance Revisited</p></td></tr><tr><td style='padding: 15px;'><p>16. Data Pre-Processing 1</p><p style='margin: 0'>Regression: Data Pre-Processing 1</p></td></tr><tr><td style='padding: 15px;'><p>17. Data Pre-Processing 2</p><p style='margin: 0'>Regression: Data Pre-Processing 2</p></td></tr><tr><td style='padding: 15px;'><p>18. Variance Bias Trade Off - Validation Curve</p><p style='margin: 0'>Regression: Variance Bias Trade Off - Validation Curve</p></td></tr><tr><td style='padding: 15px;'><p>19. Variance Bias Trade Off - Learning Curve</p><p style='margin: 0'>Regression: Variance Bias Trade Off - Learning Curve</p></td></tr><tr><td style='padding: 15px;'><p>20. Cross Validation</p><p style='margin: 0'>Regression: Cross Validation</p></td></tr></tbody></table><br><h4>4. Classification</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Classification: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Logistic Regression 1</p><p style='margin: 0'>Classification: Logistic Regression 1</p></td></tr><tr><td style='padding: 15px;'><p>3. Logistic Regression 2</p><p style='margin: 0'>Classification: Logistic Regression 2</p></td></tr><tr><td style='padding: 15px;'><p>4. MNIST Project 1 - Introduction</p><p style='margin: 0'>Classification: MNIST Project 1 - Introduction</p></td></tr><tr><td style='padding: 15px;'><p>5. MNIST Project 2 - SGDClassifiers</p><p style='margin: 0'>Classification: MNIST Project 2 - SGDClassifier</p></td></tr><tr><td style='padding: 15px;'><p>6. MNIST Project 3 - Performance Measures</p><p style='margin: 0'>Classification: MNIST Project 3 - Performance Measures</p></td></tr><tr><td style='padding: 15px;'><p>7. MNIST Project 4 - Confusion Matrix, Precision, Recall and F1 Score</p><p style='margin: 0'>Classification: MNIST Project 4 - Confusion Matrix, Precision, Recall and F1 Score</p></td></tr><tr><td style='padding: 15px;'><p>8. MNIST Project 5 - Precision and Recall Tradeoff</p><p style='margin: 0'>Classification: MNIST Project 5 - Precision and Recall Tradeoff</p></td></tr><tr><td style='padding: 15px;'><p>9. MNIST Project 6 - The ROC Curve</p><p style='margin: 0'>Classification: MNIST Project 6 - The ROC Curve</p></td></tr></tbody></table><br><h4>5. Support Vector Machine (SVM)</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Support Vector Machine (SVM): Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Support Vector Machine (SVM) Concepts</p><p style='margin: 0'>Support Vector Machine (SVM): Support Vector Machine (SVM) Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. Linear SVM Classification</p><p style='margin: 0'>Support Vector Machine (SVM): Linear SVM Classification</p></td></tr><tr><td style='padding: 15px;'><p>4. Polynomial Kernel</p><p style='margin: 0'>Support Vector Machine (SVM): Polynomial Kernel</p></td></tr><tr><td style='padding: 15px;'><p>5. Gaussian Radial Basis Function</p><p style='margin: 0'>Support Vector Machine (SVM): Gaussian Radial Basis Function</p></td></tr><tr><td style='padding: 15px;'><p>6. Support Vector Regression</p><p style='margin: 0'>Support Vector Machine (SVM): Support Vector Regression</p></td></tr><tr><td style='padding: 15px;'><p>7. Advantages and Disadvantages of SVM</p><p style='margin: 0'>Support Vector Machine (SVM): Advantages and Disadvantages of SVM</p></td></tr></tbody></table><br><h4>6. Tree</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Tree: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. What is Decision Tree</p><p style='margin: 0'>Tree: What is Decision Tree</p></td></tr><tr><td style='padding: 15px;'><p>3. Training a Decision Tree</p><p style='margin: 0'>Tree: Training a Decision Tree</p></td></tr><tr><td style='padding: 15px;'><p>4. Visualising a Decision Trees</p><p style='margin: 0'>Tree: Visualising a Decision Trees</p></td></tr><tr><td style='padding: 15px;'><p>5. Decision Tree Learning Algorithm</p><p style='margin: 0'>Tree: Decision Tree Learning Algorithm</p></td></tr><tr><td style='padding: 15px;'><p>6. Decision Tree Regression</p><p style='margin: 0'>Tree: Decision Tree Regression</p></td></tr><tr><td style='padding: 15px;'><p>7. Overfitting and Grid Search</p><p style='margin: 0'>Tree: Overfitting and Grid Search</p></td></tr><tr><td style='padding: 15px;'><p>8. Where to From Here</p><p style='margin: 0'>Tree: Where to From Here</p></td></tr><tr><td style='padding: 15px;'><p>9. Project HR - Loading and preprocesing data</p><p style='margin: 0'>Tree: Project HR - Loading and preprocesing data</p></td></tr><tr><td style='padding: 15px;'><p>10. Project HR - Modelling</p><p style='margin: 0'>Tree: Project HR - Modelling</p></td></tr></tbody></table><br><h4>7. Ensemble Machine Learning</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Ensemble Machine Learning: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Ensemble Learning Methods Introduction</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble Learning Methods Introduction</p></td></tr><tr><td style='padding: 15px;'><p>3. Bagging Part 1</p><p style='margin: 0'>Ensemble Machine Learning: Bagging Part 1</p></td></tr><tr><td style='padding: 15px;'><p>4. Bagging Part 2</p><p style='margin: 0'>Ensemble Machine Learning: Bagging Part 2</p></td></tr><tr><td style='padding: 15px;'><p>5. Random Forests</p><p style='margin: 0'>Ensemble Machine Learning: Random Forests</p></td></tr><tr><td style='padding: 15px;'><p>6. Extra-Trees</p><p style='margin: 0'>Ensemble Machine Learning: Extra-Trees</p></td></tr><tr><td style='padding: 15px;'><p>7. AdaBoost</p><p style='margin: 0'>Ensemble Machine Learning: Decision Tree Regression</p></td></tr><tr><td style='padding: 15px;'><p>8. Gradient Boosting Machine</p><p style='margin: 0'>Ensemble Machine Learning: Gradient Boosting Machine</p></td></tr><tr><td style='padding: 15px;'><p>9. XGBoost</p><p style='margin: 0'>Ensemble Machine Learning: XGBoost</p></td></tr><tr><td style='padding: 15px;'><p>10. Project HR - Human Resources Analytics</p><p style='margin: 0'>Ensemble Machine Learning: Project HR - Human Resources Analytics</p></td></tr><tr><td style='padding: 15px;'><p>11. Ensemble of ensembles Part 1</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble of ensembles Part 1</p></td></tr><tr><td style='padding: 15px;'><p>12. Ensemble of ensembles Part 2</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble of ensembles Part 2</p></td></tr></tbody></table><br><h4>8. k-Nearest Neighbours (kNN)</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. kNN Introduction</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. kNN Concepts</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. kNN and Iris Dataset Demo</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN and Iris Dataset Demo</p></td></tr><tr><td style='padding: 15px;'><p>4. Distance Metric</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Distance Metric</p></td></tr><tr><td style='padding: 15px;'><p>5. Project Cancer Detection Part 1</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Project Cancer Detection Part 1</p></td></tr><tr><td style='padding: 15px;'><p>6. Project Cancer Detection Part 2</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Project Cancer Detection Part 2</p></td></tr></tbody></table><br><h4>9. Dimensionality Reduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Dimensionality Reduction: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Dimensionality Reduction Concept</p><p style='margin: 0'>Dimensionality Reduction: Dimensionality Reduction Concept</p></td></tr><tr><td style='padding: 15px;'><p>3. PCA Introduction</p><p style='margin: 0'>Dimensionality Reduction: PCA Introduction</p></td></tr><tr><td style='padding: 15px;'><p>4. Dimensionality Reduction Demo</p><p style='margin: 0'>Dimensionality Reduction: Dimensionality Reduction Demo</p></td></tr><tr><td style='padding: 15px;'><p>5. Project Wine 1: Dimensionality Reduction with PCA</p><p style='margin: 0'>Dimensionality Reduction: Project Wine 1: Dimensionality Reduction with PCA</p></td></tr><tr><td style='padding: 15px;'><p>6. Project Wine 2: Choosing the Number of Components</p><p style='margin: 0'>Dimensionality Reduction: Project Wine 2: Choosing the Number of Components</p></td></tr><tr><td style='padding: 15px;'><p>7. Kernel PCA</p><p style='margin: 0'>Dimensionality Reduction: Kernel PCA</p></td></tr><tr><td style='padding: 15px;'><p>8. Kernel PCA Demo</p><p style='margin: 0'>Dimensionality Reduction: Kernel PCA Demo</p></td></tr><tr><td style='padding: 15px;'><p>9. LDA & Comparison between LDA and PCA</p><p style='margin: 0'>Dimensionality Reduction: LDA &amp; Comparison between LDA and PCA</p></td></tr></tbody></table><br><h4>10. Unsupervised Learning: Clustering</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Unsupervised Learning: Clustering: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Clustering Concepts</p><p style='margin: 0'>Unsupervised Learning: Clustering: Clustering Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. MLextend</p><p style='margin: 0'>Unsupervised Learning: Clustering: MLextend</p></td></tr><tr><td style='padding: 15px;'><p>4. Ward's Agglomerative Hierarchical Clustering</p><p style='margin: 0'>Unsupervised Learning: Clustering: Ward's Agglomerative Hierarchical Clustering</p></td></tr><tr><td style='padding: 15px;'><p>5. Truncating Dendrogram</p><p style='margin: 0'>Unsupervised Learning: Clustering: Truncating Dendrogram</p></td></tr><tr><td style='padding: 15px;'><p>6. k-Means Clustering</p><p style='margin: 0'>Unsupervised Learning: Clustering: k-Means Clustering</p></td></tr><tr><td style='padding: 15px;'><p>7. Elbow Method</p><p style='margin: 0'>Unsupervised Learning: Clustering: Elbow Method</p></td></tr><tr><td style='padding: 15px;'><p>8. Silhouette Analysis</p><p style='margin: 0'>Unsupervised Learning: Clustering: Silhouette Analysis</p></td></tr><tr><td style='padding: 15px;'><p>9. Mean Shift</p><p style='margin: 0'>Unsupervised Learning: Clustering: Mean Shift</p></td></tr></tbody></table>

Packt

Python

TensorFlow

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning &amp; More!

The Complete Machine Learning Course with Python

<p><strong>48-Hour Knowledge Knockdown! Prices Reduced Like Never Before!</strong></p><p><strong>Get FREE 1 QLS Endorsed Certificate Course with 10 Additional CPD Accredited Bundle Courses In A Single Payment.</strong></p><p>If you wish to gain a solid and compact knowledge of Basic Biology and boost yourself for your desired career, then take a step in the right direction with this industry-standard, comprehensive course designed by professionals.</p><p>This bundle package includes 1 Premium, <strong>The Quality Licence Scheme-endorsed </strong>course, 10 additional <strong>CPD 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 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 Basic Biology at QLS Level 4</li></ul><p><strong>10</strong><strong> Additional CPD Accredited Premium Courses -</strong></p><ul><li><strong> Course 01: </strong>Diploma in Microbiology</li><li><strong> Course 02: </strong>Genetics</li><li><strong> Course 03: </strong>Biomedical Science</li><li><strong> Course 04: </strong>Biochemistry</li><li><strong> Course 05: </strong>Biotechnology</li><li><strong> Course 06: </strong>Introduction to Medical Terminology</li><li><strong> Course 07: </strong>Agricultural Science</li><li><strong> Course 08: </strong>Forestry</li><li><strong> Course 09: </strong>Botany</li><li><strong> Course 10: </strong>Lab Analyst Training</li></ul><p>Success becomes a lot simpler with this 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 online bundle course, supports your professional growth with Quality Licence Scheme endorsement, as well as <strong>CPD</strong> accreditation. You'll be able to practice on your own time and at your own speed while still gaining an endorsed certificate.</p><p>You'll get an unrivalled learning experience, as well as a<strong> Free Student ID </strong>card, which is included in the Basic Biology Bundle price. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards.</p><p>With this high-quality package, all students have access to dedicated tutor support and 24/7 customer service. Throughout the extensive syllabus of this package, you'll find the required assistance and also answers to all of your questions.</p><p>The course materials are designed by experts and you can access these easily from any of your smartphones, laptops, PCs, tablets etc. Master the skills to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors.</p><p><strong>Why Prefer this Basic Biology Bundle Course?</strong></p><ul><li>Upon successful completion of the bundle, 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>CPD</strong> to expand your knowledge.</li><li><strong>Student ID card</strong> with amazing discounts - completely for <strong> FREE</strong>! (£10 postal charges will be applicable for international delivery)</li><li>Our bundle's learning materials have engaging voiceover and visual elements for your convenience.</li><li>For a period of 12 months, you will have 24/7 access to all bundle course material.</li><li>Complete the bundle, at your own pace.</li><li>Each of our students gets full 24/7 tutor support</li><li>After completing our bundle, you will receive efficient assessments and immediate results.</li></ul> <p>Start your learning journey straight away with this Basic Biology bundle and take a step toward a brighter future!</p><p>*** <strong>Course Curriculum: </strong>***</p><p>The bundle courses have the following curriculum:</p><p><strong> Course 01: Diploma in Basic Biology at QLS Level 4</strong></p><p><strong>Module 01: Introduction to Biology</strong></p><ul><li>Definition</li><li>Basics</li><li>Importance</li><li>Branches</li></ul><p><strong>Module 02: Characteristics, Classification and Organisation of Living Organisms</strong></p><ul><li>Characteristics of Living Organisms</li><li>Concept and Use of a Classification System</li><li>Dichotomous Keys</li><li>Cell Structure and Organisation</li><li>Levels of Organisation</li></ul><p><strong>Module 03: The Biosphere and Humans</strong></p><ul><li>From Organisms to Ecosystems</li><li>Changing Populations</li><li>Human Population Growth</li><li>Human Effects on Natural Resources</li><li>Science as a Human Endeavor</li><li>The Future of the Biosphere</li></ul><p><strong>Module 04: The Evolution of Life</strong></p><ul><li>The Process of Evolution</li><li>The Theory of Evolution</li><li>Charles Darwin</li><li>Patterns of Evolution</li></ul><p><strong>Module 05: The Ecology</strong></p><ul><li>Birth and Death</li><li>Evolution</li></ul><p><strong>Module 06: Cells to Organs and Function of Organs</strong></p><ul><li>The Study of Cells</li><li>Explaining Variations</li><li>Inheritance and Evolution</li><li>DNA, RNA and Protein</li><li>From Cells to Organ Systems</li><li>Using and Distributing Materials in the Body</li><li>Shielding and Supporting the Body</li></ul><p><strong>Module 07: Human Body</strong></p><ul><li>Diseases and Immunity</li><li>Respiration</li><li>Excretion in Humans</li><li>Reproduction</li><li>Inheritance</li></ul><p><strong>Module 08: The Plants</strong></p><ul><li>Plant Physiology</li><li>Transport in Plants</li><li>Water Uptake</li><li>Transpiration</li><li>Plant Nutrition</li></ul><p><strong>What is the 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 Certificate of Completion</strong></p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>After completing the Basic Biology course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, completely free of charge in this package.</p><p><strong>For Additional the Quality Licence Scheme </strong><strong>Endorsed Certificate </strong><strong>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 CPD</strong></p><p>Upon finishing the course, you need to order to receive a <strong>Certificate Accredited by CPD</strong> 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>
                                        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><strong>Is This Basic Biology Bundle Right for You?</strong></p><p>The Basic Biology package training is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! This package is also ideal for those who want to learn more about this subject in-depth and stay up to date with the latest details.</p><p>From the comfort of your own home, study the package and expand your professional skillset!</p>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>The Basic Biology Bundle has no formal entry criteria, and everyone is welcome to enrol! Anyone with a desire to learn is welcome to this course without hesitation.</p><p>All students must be over the age of 16 and have a passion for learning and literacy.</p><p>You can learn online using any internet-connected device, such as a computer, tablet, or smartphone. You can study whenever it's convenient for you and finish the bundle package at your own speed.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>The completion of this Basic Biology Bundle can pave the way for the following professions:</p><ul><li>Higher Education Lecturer</li><li>Nature Conservation Officer</li><li>Pharmacologist</li><li>Teacher</li><li>Microbiologist</li><li>Physician Associate</li><li>Research Scientist (life sciences)</li><li>Research Scientist (Medical)</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Basic Biology Diploma - CPD Certified</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
        <h4>CPD QS 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 QS 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>

                        </div>

Academy for Health and Fitness

Basic Biology Diploma - CPD Certified

<p><strong>** Don't Miss Out on Our Summer Flash Sale: Save 20% Today **</strong></p><p>Our planet's health is critical, with a reported loss of 60% of wildlife populations in just over 40 years. This alarming data underscores the urgency for qualified professionals in environmental conservation. Enter the "<strong>Environmental Conservation - QLS Level 4 Diploma with Certificates</strong>", your online gateway to becoming an advocate for a sustainable future.</p><p>This comprehensive program, from the essential fundamentals to detailed explorations of biodiversity and ecosystems, is tailored for those passionate about making a difference. Learn about our oceans' pressing challenges, discover innovative solutions for wildlife conservation, and acquire the talents to plan and execute impactful conservation projects.</p><p>Enrich your knowledge, make a tangible difference, and help curate a better world for future generations. Equip yourself with an unparalleled education in environmental conservation and stand at the forefront of global change. Enrol now for <strong>Environmental Conservation - QLS Level 4 Diploma with Certificates</strong>, and let's create a brighter, greener tomorrow together!</p><p><strong>Learning Outcomes:</strong></p><ul><li>Understand environmental conservation principles thoroughly</li><li>Enhance your skills in managing natural resources</li><li>Learn to combat climate change effects</li><li>Discover sustainable development promotion strategies</li><li>Grasp principles of ecology and environmental systems</li><li>Explore environmental policies at all levels</li><li>Comprehend and mitigate human-induced environmental impacts</li><li>Collaborate with stakeholders like government agencies and community groups</li></ul><p><strong>11 </strong><strong>in 1 Exclusive Environmental Conservation Bundle</strong></p><ul><li><strong>Course 01: </strong>Conservation Diploma at QLS Level 4</li><li><strong>Course 02: </strong>Environmental Law 2021</li><li><strong>Course 03: </strong>Environment Management</li><li><strong>Course 04:</strong> Environmental Health</li><li><strong>Course 05: </strong>Carbon Literacy Knowledge</li><li><strong>Course 06:</strong> Process Improvement: How to Reduce Waste</li><li><strong>Course 07: </strong>Land Management</li><li><strong>Course 08: </strong>Agricultural Science</li><li><strong>Course 09: </strong>Forestry</li><li><strong>Course 10: </strong>Wildlife Rescue and Rehabilitation</li><li><strong>Course 11: </strong>Renewable and Sustainable Energy - Energy Management</li></ul><p>This Environmental Conservation - QLS Level 4 Diploma with Certificates bundle training will help you become an expert in a relevant sector. Our modules will help you with every query throughout your learning journey and assist you in mastering Environmental Conservation. So, add this course to your basket.</p><p><strong><strong>Course Curriculum</strong></strong></p><p><strong>Course 01: Conservation Diploma at QLS Level 4</strong></p><ul><li>Module 01: The Fundamentals</li><li>Module 02: Introduction to Biodiversity</li><li>Module 03: Introduction to Ecosystem</li><li>Module 04: Species and Ecosystems</li><li>Module 05: Wildlife Conservation</li><li>Module 06: Ocean Challenges and Solutions</li><li>Module 07: Project Planning</li></ul><p><strong>-----------10 More Premium Courses------------</strong></p><p><strong>Why Choose Imperial Academy?</strong></p><ul><li>Fully Online Training.</li><li>Free QLS Endorsed &amp; CPD Accredited Certificate.</li><li>No Time Limits. Study at Your Own Pace.</li><li>Expert Instructors.</li><li>Audio Visual Training.</li><li>Up-to-date Curriculum and Valuable Guidelines.</li></ul><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        150 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 <strong>Environmental Conservation - QLS Level 4 Diploma with Certificates</strong> course will be a great source of knowledge for improving your existing aptitudes and taking them to the next level.</p><p><strong>Disclaimer</strong></p><p>This Environmental Conservation course has been endorsed by the <strong>Quality Licence Scheme</strong> for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. One Education will be able to advise you on any further recognition. For further information, please visit the Learner FAQs on the Quality Licence Scheme website.</p><p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Anyone can enrol in this <strong>Environmental Conservation - QLS Level 4 Diploma with Certificates</strong>.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Environmental Scientist: £25,000 - £45,000</li><li>Conservation Officer: £20,000 - £35,000</li><li>Wildlife Biologist: £22,000 - £40,000</li><li>Sustainability Consultant: £30,000 - £50,000</li><li>Environmental Educator: £22,000 - £35,000</li><li>Park Ranger: £18,000 - £30,000</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

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

                        </div>

Level 4 QLS Endorsed Diploma | 10 CPD Courses & PDF Certificates | 150 CPD Points | Lifetime Access

Environmental Conservation - QLS Level 4 Diploma with Certificates

<p><strong>** Wrap Up The Month With WOW Savings - FLAT 20% OFF! **</strong></p><p>Did you know? <strong>The World Health Organization estimates that 23% of global deaths, amounting to 12.6 million people annually, are due to environmental causes</strong>. The environment directly affects our health and well-being, yet it remains an underestimated realm. Here's your golden ticket to not just understanding but actively participating in shaping a brighter, greener future.</p><p>Introducing "<strong>Environmental Health Training - QLS Endorsed</strong>", an immersive online course meticulously crafted to arm you with the knowledge you need to guide the complex nexus between our environment and health. Explore the heart of pertinent issues like air and water pollution, the impact of plastic, the nexus between climate change and health, and strategies for waste management. Here's a sneak peek into the modules:</p><ul><li>From Basics to Nuances: Understand the foundation with an intro to Environmental Health.</li><li>Breathe Easy &amp; Drink Safe: Tackle air pollution and discover the essence of clean water.</li><li>Plastic - Not So Fantastic?: Grasp the global plastic dilemma and strategies to combat it.</li><li>Food Waste to Air Quality: Understand how to reduce our carbon footprint, one meal at a time.</li></ul><p>Why is this Course a MUST? Environmental health is no longer a luxury it's a pressing necessity. By mastering this course, you will be updated with global environmental health standards and acquire actionable insights into creating sustainable changes for better health outcomes. Every module is a step towards a healthier planet and, in turn, a healthier you.</p><p>Your time is now. Join hands in the global effort to nurture our environment, understanding its intricate bond with health. Take the step, secure your spot, and embark on this enlightening journey. A healthier world awaits! Secure your future and the planet's Enrol in "<strong>Environmental Health Training - QLS Endorsed</strong>" today.</p><p><strong>QLS Endorsed Course:</strong></p><ul><li>Course 01: Environmental Health at QLS Level 4</li></ul><p><strong>â FREE 11 CPD Courses</strong><strong>â</strong></p><ul><li>Course 01: Environment Management</li><li>Course 02: Process Improvement: How to Reduce Waste</li><li>Course 03: Environmental Law 2021</li><li>Course 04: Land Surveying</li><li>Course 05: Land Management</li><li>Course 06: Botany</li><li>Course 07: Forestry</li><li>Course 08: Agricultural Science</li><li>Course 09: Horticulture &amp; Agricultural Science</li><li>Course 10: Diploma in Sustainable Energy</li><li>Course 11: Certificate in CV Writing and Interview Skills</li></ul><p><strong>Learning Outcomes:</strong></p><ul><li>Discover the foundational principles of environmental health and its global importance.</li><li>Identify various sources of pollution and understand their distinct impacts on health.</li><li>Recognise the intricate relationship between climate change, pollution, and human well-being.</li><li>Study efficient methods for comprehensive waste management and resource recovery.</li><li>Uncover the socio-economic and environmental ramifications of food wastage.</li><li>Evaluate the pervasive influence of plastics on ecosystems and health.</li><li>Determine the fundamental contributors to air pollution and solutions for mitigation.</li><li>Grab the significance of preserving water quality and its role in public health.</li><li>Implement best practices for fostering environmental sustainability in daily life.</li><li>Integrate a holistic environmental health approach, promoting individual and collective well-being.</li></ul><p>"<strong>Environmental Health Training - QLS Endorsed</strong>" is an insightful online course tailored to illuminate the intricate relationship between our environment and health. Getting involved in the foundational principles, participants will explore topics ranging from environmental health basics to pollution's nuanced impacts on human well-being.</p><p>The curriculum spans diverse modules, emphasising critical areas like waste management, the ramifications of plastic, the importance of clean air and water, and the essence of environmental sustainability. Designed to provide theoretical understanding, this course teaches learners to champion a healthier planet and, in turn, a healthier self.</p><p><strong>Course Curriculum:</strong></p><p><strong>Course 01: Environmental Health at QLS Level 4</strong></p><ul><li>Module 01: Intro to Environmental Health</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>â 11 More FREE Premium CPD Courses â</strong></p><p><strong>Why Choose Imperial Academy?</strong></p><ul><li>Fully Online Training</li><li>QLS Endorsed &amp; CPD Accredited Certificate</li><li>No Time Limits. Study at Your Own Pace</li><li>Expert Instructors</li><li>Audio Visual Training</li><li>Up-to-date Curriculum and Valuable Guidelines</li></ul><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        150 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 <strong>Environmental Health Training - QLS Endorsed </strong>bundle will be suitable for the following:</p><ul><li>Aspiring Environmentalists</li><li>Public Health Professionals</li><li>Policy Makers</li><li>Environmental Consultants</li><li>Educators</li><li>Concerned Citizens</li></ul><p><strong>Disclaimer:</strong></p><p>This course has been endorsed by the<strong> Quality Licence Scheme</strong> for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. One Education will be able to advise you on any further recognition. For details, please visit the Learner FAQs on the Quality Licence Scheme website.</p><p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Anyone can enrol in this <strong>Environmental Health Training - QLS Endorsed</strong> bundle.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Environmental Health Officer (Average Salary: £30,000)</li><li>Sustainability Consultant (Average Salary: £40,000)</li><li>Waste Management Officer (Average Salary: £25,000)</li><li>Environmental Scientist (Average Salary: £30,000)</li><li>Climate Change Analyst (Average Salary: £35,000)</li><li>Environmental Engineer (Average Salary: £35,000)</li><li>Green Energy Consultant (Average Salary: £30,000)</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

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

                        </div>

Level 4 QLS Diploma | FREE QLS Endorsed Hard Copy Certificate | FREE 11 CPD Courses & PDF Certificates | Lifetime Access

Environmental Health Training - QLS Endorsed

Keras

Analytics

Data Science

Pandas

Deep Learning

This course focuses on understanding all the basic theory and programming skills required as a data scientist, featuring 35+ practical case studies covering common business problems faced by them.

This course seeks to fill all those gaps in knowledge that scare off beginners and simultaneously apply your knowledge of data science and deep learning to real-world business problems.

Data Science, Analytics, and AI for Business and the Real World™

<p><strong> 24-Hour Knowledge Knockdown! Prices Reduced Like Never Before </strong></p><p>In the UK, the demand for alternative and complementary medicine is on the rise, with over <strong>10 million</strong> people seeking these therapies annually. As individuals become more conscious of their overall well-being, there is a growing interest in natural and holistic healing modalities. Are you fascinated by the ancient wisdom of traditional medicine? Do you want to explore the world of alternative therapies and gain expertise in promoting holistic health?</p><p>This Alternative Medicine Bundle equips you with a range of valuable skills and knowledge.  Delve into the ancient practice of Ayurveda, learn to create herbal remedies, explore the use of essential oils in aromatherapy, and discover the therapeutic benefits of massage techniques like Thai massage.  The bundle also covers fascinating natural sciences like botany and explores the connection between food, fitness, and mental health.</p><p>This  <strong>Alternative Medicine</strong> at QLS <strong>Level 5</strong> course is endorsed by <strong>The Quality Licence Scheme</strong> and accredited by <strong>CPD QS</strong> (with <strong>150 </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 Alternative Medicine 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 Alternative Medicine Bundle Package includes:</strong></p><ul><li><strong> Main Course :</strong> Diploma in Alternative Medicine Training at QLS Level 5</li></ul><p><strong>10</strong><strong> Additional CPD Accredited Premium Courses related to Alternative Medicine</strong><strong>:</strong></p><ul><li><strong> Course 01:</strong> Ayurveda Diploma at QLS Level 5</li><li><strong> Course 02:</strong> Master Herbalist Diploma Level 3</li><li><strong> Course 03: </strong>Herbalist: Cold and Flu Remedies</li><li><strong> Course 04:</strong> Diploma in Aromatherapy</li><li><strong> Course 05: </strong>Occupational Therapy Course</li><li><strong> Course 06:</strong> Hydrotherapy</li><li><strong> Course 07: </strong>Thai Massage Therapy for Pain Management - Online Diploma</li><li><strong> Course 08:</strong> Forestry</li><li><strong> Course 09: </strong>Botany and Gardening Physiology</li><li><strong> Course 10: </strong>Food, Fitness &amp; Mental Health</li></ul><p>Embrace the growing field of alternative medicine and take the first step towards a rewarding career. Enrol today and take the first step towards a fulfilling career in holistic wellness!</p><p><strong>Learning Outcomes of Alternative Medicine</strong></p><ul><li>Develop expertise in alternative medicine principles and holistic therapies.</li><li>Understand Ayurveda, herbalism, aromatherapy, and botanical studies.</li><li>Learn occupational therapy techniques and hydrotherapy practices.</li><li>Gain insights into Thai massage and pain management.</li><li>Explore the connections between food, fitness, and mental health.</li><li>Implement alternative therapies for promoting overall well-being.</li></ul><p><strong>Why Choose Us?</strong></p><ul><li>Get a <strong>Free QLS Endorsed Certificate</strong> upon completion of Alternative Medicine</li><li>Get a <strong>free student ID card</strong> with Alternative Medicine Training program (£10 postal charge will be applicable for international delivery)</li><li>The Alternative Medicine 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 Alternative Medicine course materials</li><li>The Alternative Medicine 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 Alternative Medicine Training at QLS Level 5</strong></p><ul><li>Basics of Herbal Medicine</li><li>Begin with Botany</li><li>Chemistry of Herbs as a Herbalist</li><li>Holy Herbs and Herbs of China</li><li>Preparation of Herbal Remedies as a Herbalist</li><li>Herbalist Approach and Conventional Herbal Medicines</li><li>Ayurvedic Medicine for a Herbalist</li><li>Aromatherapy for Herbalist</li><li>Herbal Essences for Hair</li><li>Herbal Skin Care as a Herbalist</li><li>Creating a Successful Herbal Business as a Herbalist</li></ul><p><strong> Course 01: Ayurveda Diploma at QLS Level 5</strong></p><ul><li>Module 01: Introduction to Ayurveda </li><li>Module 02: An Overview of Ayurvedic Healing Methods</li><li>Module 03: Medicinal Herbs and Remedies for Common Ailments</li><li>Module 04: Daily routines, Exercise &amp; Yoga</li><li>Module 05: Ayurvedic Herbs &amp; Oils</li><li>Module 06: Herbal Remedies for Home Use</li><li>Module 07: The Herbal Kitchen</li><li>Module 08: Ayurvedic Dietary Guidelines</li><li>Module 09: Ayurvedic Lifestyle: The Ultimate Preventive Medicine</li></ul><p><strong> Course 02: Master Herbalist Diploma Level 3</strong></p><ul><li>Module 01: Basics of Herbal Medicine </li><li>Module 02: Begin with Botany</li><li>Module 03: Chemistry of Herbs</li><li>Module 04: Holy Herbs and Herbs of China</li><li>Module 05: Preparation of Herbal Remedies</li><li>Module 06: Herbalist Approach and Conventional Herbal Medicines</li><li>Module 07: Ayurvedic Medicine</li><li>Module 08: Aromatherapy</li><li>Module 09: Herbal Essences for Hair</li><li>Module 10: Herbal Skin Care</li><li>Module 11: Creating a Successful Herbal Business</li></ul><p><strong>=========&gt;&gt;&gt;&gt;&gt; And 8 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 £119)</li></ul> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        255 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>Aspiring therapists</li><li>Healthcare professionals</li><li>Wellness enthusiasts</li><li>Career changers</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>Herbalist</li><li>Aromatherapist</li><li>Beauty Therapist</li><li>Herbalist Consultant</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 Master Herbalist at QLS Level 5</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 5 Diploma in Alternative Medicine Training - QLS Endorsed

<h2>Description</h2><p><span><strong>Herpetology Diploma</strong></span></p><p><span>A comprehensive study into the fascinating world of reptiles and amphibians. This course offers aspiring herpetologists and enthusiasts a unique opportunity to gain in-depth knowledge about these remarkable creatures from the comfort of their own homes.</span></p><p><span>Starting with the basics, the Herpetology Diploma offers an insightful introduction to herpetology, setting the stage for learners to understand the significance and nuances of this field. As the course progresses, learners will be introduced to the intricate anatomy and physiology of reptiles and amphibians. From understanding the workings of their unique bodies to the way they've evolved, this section promises a captivating journey into their internal mechanisms.</span></p><p><span>One of the standout features of the Herpetology Diploma is its exploration into the diversity of habitats and the adaptations of these creatures. From marshes to deserts, and forests to urban environments, reptiles and amphibians have found ingenious ways to survive and thrive. As you navigate through this section, you'll discover the various habitats and the fascinating adaptations that allow these creatures to inhabit them.</span></p><p><span>But it's not just about habitats and anatomy. The course dives deep into the feeding ecology and predation of herpetofauna. Learn about their hunting techniques, prey choices, and their role in the ecological food web. This is complemented by an exploration into their reproduction and life history strategies, shedding light on their mating rituals, nesting behaviours, and life cycles.</span></p><p><span>One cannot study herpetofauna without acknowledging the challenges they face. The Herpetology Diploma does not shy away from discussing the pressing issues of conservation and the threats posed to these species. From habitat destruction to climate change, learners will grasp the challenges these creatures face and the efforts made to conserve them.</span></p><p><span>Of significant importance is understanding the relationship between humans and herpetofauna. The course discusses in detail herpetofauna and human interactions, touching upon the misconceptions, myths, and realities of this relationship. This section aims to foster a sense of respect and appreciation for these often misunderstood creatures.</span></p><p><span>For those looking to engage in hands-on work or research in the field, the Herpetology Diploma provides invaluable insights into field techniques and research methods in herpetology. From tracking to data collection, learners will acquire the skills necessary to conduct meaningful research in the wild.</span></p><p><span>Moreover, with a growing interest in reptiles and amphibians as pets, the course includes a dedicated section on captive care and management of these creatures. From dietary needs to habitat setups, this segment equips learners with knowledge to care for reptiles and amphibians responsibly and ethically.</span></p><p><span>Lastly, looking ahead, the course examines the future of herpetology and the ongoing conservation efforts. As challenges grow, so do the efforts to conserve and protect. Learners will be introduced to the latest research, breakthroughs, and initiatives shaping the future of herpetology.</span></p><p><span>In summary, the online Herpetology Diploma is not just a course; it's a journey. A journey through the captivating world of reptiles and amphibians. Whether you're an aspiring herpetologist, a teacher, a pet owner, or simply an enthusiast, this course promises a wealth of knowledge, insights, and inspiration. Join us on this remarkable adventure and gain a deeper appreciation for the incredible world of herpetofauna.</span></p><p><span><strong>What you will learn</strong></span></p><p><span><strong>1</strong>:Introduction to Herpetology </span><br />
<span><strong>2</strong>:Anatomy and Physiology of Reptiles and Amphibians </span><br />
<span><strong>3</strong>:Diversity of Habitats and Adaptations </span><br />
<span><strong>4</strong>:Feeding Ecology and Predation </span><br />
<span><strong>5</strong>:Reproduction and Life History Strategies </span><br />
<span><strong>6</strong>:Conservation and Threats to Herpetofauna </span><br />
<span><strong>7</strong>:Herpetofauna and Human Interactions </span><br />
<span><strong>8</strong>:Field Techniques and Research Methods in Herpetology </span><br />
<span><strong>9</strong>:Captive Care and Management of Reptiles and Amphibians </span><br />
<span><strong>10</strong>:The Future of Herpetology and Conservation Efforts</span></p><h4>Course Outcomes</h4><p>
After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college.</p><h4>Assessment</h4><p>
Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter.</p><h4>Accreditation</h4><p>
Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.</p>

Elearncollege

Herpetology Course

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

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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				<h2>Learning outcome</h2>
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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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				<h2>Why should I take this course?</h2>
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										<span>Affordable premium-quality E-learning content, you can learn at your own pace.</span>
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										<span>You will receive a completion certificate upon completing the course.</span>
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										<span>Internationally recognized Accredited Qualification will boost up your resume.</span>
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										<span>You will learn the researched and proven approach adopted by successful people to transform their careers.</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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                            <div>
                                <h2>Course Curriculum</h2>
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                            			<div>
				

<div>
<table width="100%">				<tbody><tr>
					<td colspan="4"><strong>Module 01: Forest Schooling</strong></td>
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					<td><i></i></td>
					<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 Therapy

Professional Skills Course (PSC)

Forest School

Trainers Course

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

Forest Schooling

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

<div>
<table width="100%">				<tbody><tr>
					<td colspan="4"> Module 01: Forest Schooling</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Forest Schooling</td>
					<td> </td>
					<td><span><i></i> 00:06:00</span></td>
				</tr>
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					<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>
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					<td colspan="4">Module 03: Forest School Programme</td>
				</tr>
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					<td><i></i></td>
					<td>Forest School Programme</td>
					<td> </td>
					<td><span><i></i> 00:14:00</span></td>
				</tr>
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					<td colspan="4">Module 04: Learning Activities in Forest School</td>
				</tr>
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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>
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					<td colspan="4">Module 05: Playing Activities in Forest School</td>
				</tr>
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					<td><i></i></td>
					<td>Playing Activities in Forest School</td>
					<td> </td>
					<td><span><i></i> 00:10:00</span></td>
				</tr>
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					<td colspan="4">Module 06: Survival Activities in Forest School</td>
				</tr>
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					<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>
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					<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

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				<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>
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			<h2>Course Design</h2>		</div>
				</div>
				<div>
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				<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>
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			<h2>Certification</h2>		</div>
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				<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>
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			<h2>Who Is This Course For:</h2>		</div>
				</div>
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				<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>
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						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
				<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
			<h2>Requirements:</h2>		</div>
				</div>
				<div>
				<div>
								<div>
				<p><span>The online training is open to all students and has no formal entry requirements. To study the Forest Schooling, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.</span></p>					</div>
						</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
									</div>
			</div>
					</div><div>
				<h3>Course Content</h3>

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

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

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 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>

<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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			<h2>How will I get my certificate?</h2>		</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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			<h2>Who is This course for?</h2>		</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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			<h2>Requirements</h2>		</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>

Apex Learning

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

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

                        <div id="who_is_this_course_for">
                            <p>Anyone from any background can enrol in this Forest Schooling Training bundle.</p>
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                        <div id="requirements">
                            <p>Our Forest Schooling Training course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices.</p>
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                        <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>
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                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
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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

<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Overview</b></h2>		</div>
				</div>
				<div>
				<div>
							<p><span>By enroling in Forest Schooling, you can kickstart your vibrant career and strengthen your profound knowledge. You can learn everything you need to know about the topic.</span></p><p><span>The Forest Schooling course includes all of the most recent information to keep you abreast of the employment market and prepare you for your future. The curriculum for this excellent Forest Schooling course includes modules at all skill levels, from beginner to expert. You will have the productivity necessary to succeed in your organisation once you have completed our Forest Schooling Program.</span></p><p><span>So enrol in our Forest Schooling course right away if you're keen to envision yourself in a rewarding career.</span></p>						</div>
				</div>
					</div>
		</div>
							</div>
		</section>
				<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Description</b>
</h2>		</div>
				</div>
				<div>
				<div>
							<p><span>Enroling in this Forest Schooling course can improve your Forest Schooling perspective, regardless of your skill levels in the Forest Schooling topics you want to master. If you're already a Forest Schooling expert, this peek under the hood will provide you with suggestions for accelerating your learning, including advanced Forest Schooling insights that will help you make the most of your time. This Forest Schooling course will act as a guide for you if you've ever wished to excel at Forest Schooling.</span></p>						</div>
				</div>
					</div>
		</div>
							</div>
		</section>
				<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Why Choose Us?</b></h2>		</div>
				</div>
				<div>
				<div>
							<ul><li><span>After successfully completing the Forest Schooling Course, you will receive a </span><b>FREE PDF Certificate </b><span>as evidence of your newly acquired abilities.</span></li><li><span>Lifetime access to the whole collection of Forest Schooling learning materials.</span></li><li><span>Online test with immediate results</span></li><li><span>Enroling in the course has no additional cost.</span></li><li><span>You can study and complete the Forest Schooling course at your own pace.</span></li><li><span>Study for the Forest Schooling course using any internet-connected device, such as a computer, tablet, or mobile device.</span></li></ul>						</div>
				</div>
					</div>
		</div>
							</div>
		</section>
				<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Who Is This Course For?</b></h2>		</div>
				</div>
				<div>
				<div>
							<p><span>This Forest Schooling course is a great place to start if you're looking to start a new career in Forest Schooling field. This training is for anyone interested in gaining in-demand Forest Schooling proficiency to help launch a career or their business aptitude. </span></p>						</div>
				</div>
					</div>
		</div>
							</div>
		</section>
				<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Requirements</b></h2>		</div>
				</div>
				<div>
				<div>
							<p><span>The Forest Schooling course requires no prior degree or experience. All you require is English proficiency, numeracy literacy and a gadget with stable internet connection. Learn and train for a prosperous career in the thriving and fast-growing industry of Forest Schooling, without any fuss.</span></p>						</div>
				</div>
					</div>
		</div>
							</div>
		</section>
				<section>
						<div>
					<div>
			<div>
								<div>
				<div>
			<h2><b>Career Path</b></h2>		</div>
				</div>
				<div>
				<div>
							<p><span>This Forest Schooling training will assist you develop your Forest Schooling ability, establish a personal brand, and present a portfolio of relevant talents. It will help you articulate a  Forest Schooling professional story and personalise your path to a new career. Furthermore, developing this Forest Schooling skillset can lead to numerous opportunities for high-paying jobs in a variety of fields.</span></p>						</div>
				</div>
					</div>
		</div>
							</div>
		</section> <div>
				<h3>
	<span>Course Curriculum</span>
</h3>

<div>
<table>				<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>

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