8897 Courses

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Save Up To £4,169 and get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Teaching English Level 5 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. Prove that you are committed to Social Care and Community Welfare by training for your mandatory Care Certificate. This course provides all the principles, knowledge, and skills that you will need to absorb, to carry out exemplary Social Care. The Teaching English Level 5 course has been written with the help of industry professionals and lays out all of the EU/UK standards for delivering care to the community. You will be taught how to safeguard the vulnerable, provide appropriate nutrition, respect privacy and dignity, support those with challenges and disabilities, and ensure hygiene and cleanliness. Understand your responsibilities in the Social Sector today. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Teaching English Level 5 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Teaching English Level 5 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Teaching English Level 5 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Teaching English Level 5: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills What other courses are included with this Teaching English Level 5? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Teaching English Level 5*** Introduction to Teaching English Linguistics Basics Working With a Variety of Approaches Teaching Speaking Teaching Listening Teaching Reading Teaching Writing Planning Pedagogy Planning Lessons Managing Classrooms Getting a job How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Teaching English Level 5. It is available to all students, of all academic backgrounds. Requirements Our Teaching English Level 5 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Do you work with children and want to learn how to ensure their safety under your care and supervision? The Designated Safeguarding Lead Diploma is designed to introduce fundamental child safeguarding practices, ideal for teachers, childminders, and child care professionals. This Designated Safeguarding Lead Diploma covers everything you need to know regarding legislation for protecting the health and safety of vulnerable children and adults, focusing on your legal responsibilities. Through informative video lessons and case studies, you will explore the complex nature of child abuse, how to spot signs of abuse, what to do if a child or young person discloses abuse, and much more. Along with this Designated Safeguarding Lead (DSL) Complete Diploma, you will get 10 additional Career development courses, an original hardcopy certificate, a transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. What other courses are included with this Designated Safeguarding Lead (DSL) Complete Diploma? Course 1: Designated Safeguarding Lead DSL Complete Diploma Course 2: Child Psychology Course 3: Childcare Level 3 Course 4: Learning Disability Awareness Course 5: Understanding Autism Awareness and Diagnosis Level 2 Course 6: SEN Teaching Assistant and Child Development - Complete Bundle Course 7: Paediatric First Aid Level 3 Course 8: Nutrition and Diet Awareness Course 9: Level 2 Art Therapy Course Course 10: Personal Hygiene Course 11: Effective Communication Skills Diploma Experts have carefully crafted this Designated Safeguarding Lead (DSL) Complete Diploma course to train you to gain tremendous knowledge and skills in the field of Safeguarding. This comprehensive Designated Safeguarding Lead (DSL) Complete Diploma course will help you reach your full potential as a lab analyst and climb up the career ladder. Learn from us and attain the skills for: Understanding what child safeguarding is and getting simple and credible explanations to stay up to speed on Child Protection problems Learning more about the Children Act of 1989 and the Children Act of 2004 The critical role you can play in protecting children and young people Being able to contribute positively to the prevention of child abuse, including physical, emotional, and sexual abuse Working with children and their family's principles Learning more about Child Protection, including Child Safeguarding Standards and Implementation Learning more about the Local Authority Designated Officer's position and responsibilities (LADO) Understanding the Safeguarding structure and guidelines well Reducing the frequency of neglect and recognising and responding to child maltreatment Understanding the protocols for recording child abuse information This Safeguarding Children Level 3 Designated Lead DSL course will educate you on how to care for children who have been abused psychologically or physically or who have been through a troubling event and how to safeguard them from further damage. To avoid child abuse, one must have leadership, responsibility, and clear communication abilities. This course will teach you how to protect vulnerable children by explaining what safeguarding is, why it is important, and what topics to look into to ensure children's well-being. Curriculum: Course 1: Designated Safeguarding Lead DSL Complete Diploma Module 01: Introduction to Safeguarding Module 02: Laws and Guidance Module 03: Child Abuse Module 04: Child Sexual Exploitation Module 05: Responding to Disclosure and Reporting Module 06: Risks and Risk Assessment Module 07: Things to Do After Referral Module 08: Record Keeping ----------- 10 more premium CPD Courses------------ How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Safeguarding Children Level 3 Designated Lead DSL course is appropriate for anybody interested in working in this field or simply learning more about it. If you want to advance in this profession, the Designated Safeguarding Lead (DSL) course is for you. Requirements Our Designated Safeguarding Lead (DSL) Complete Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Child protection officer (£25,000 to £40,000) Psychotherapist (£40,056 to £53,218) Health play specialist (£22,549 to £31,534) Nursery worker (£14,000 to £24,000) Portage home visitor (£19,000 to £35,000) Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Designated Safeguarding Lead DSL Complete Diploma) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The de.livery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost

🌟 Unlock the Secrets to Success in Online Entrepreneurship! 🚀 Discover the invaluable lessons of triumph amidst adversity with our groundbreaking course: '7 Beautiful Business Basics Learned Through 7 Traumatizing Heart-Wrenching Failures as an Online Entrepreneur.'   🔍 Are you tired of stumbling through the uncertainties of online entrepreneurship? 🔥 Ready to turn setbacks into stepping stones towards success? 📈 Eager to learn from real-life experiences that will fast-track your journey to prosperity? Look no further! This course is meticulously crafted by seasoned entrepreneurs who've weathered the storms and emerged stronger, armed with indispensable insights to share.   🎯 What You'll Gain: 1️⃣ Seven fundamental business principles distilled from seven gut-wrenching failures. 2️⃣ Proven strategies to navigate challenges and transform setbacks into growth opportunities. 3️⃣ Insider knowledge to avoid common pitfalls that derail aspiring entrepreneurs. 4️⃣ Practical tips to leapfrog your business ahead with confidence and resilience. 5️⃣ Exclusive access to case studies, tools, and resources to optimize your entrepreneurial journey.   🏆 Join a community of like-minded individuals driven to succeed against all odds! Network, share experiences, and elevate your entrepreneurial prowess together. 💡 Embrace failure as a stepping stone to success. Learn the beautiful basics that pave the way to triumph in the world of online entrepreneurship. Course Curriculum

Classroom Management & Lesson Planning in Teaching course covers the necessary knowledge and skills needed for the teacher to be able to teach English as a second language to their students

Learn the fundamentals of nutrition and health in this comprehensive course! Gain the knowledge and skills you need to make healthy food choices and improve your overall health.

Become a world-class employee training manager with this comprehensive course. Learn how to develop and implement effective training programs, coach and mentor your team, and create a positive and productive workplace culture.

***Limited Time Exclusive Bundle*** Tired of browsing and searching for the 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 look through this 14-in-1 extensive bundle that has everything you need to succeed in Teaching Assistant and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all in one Teaching Assistant bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Teaching Assistant course that will enhance your skills and prepare you for the competitive job market. Also, our Teaching Assistant experts are available for answering your queries and help you along your learning journey. Advanced audiovisual learning modules of these 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. Furthermore, to help you showcase your expertise in Teaching Assistant, 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. This Teaching Assistant Bundle Consists of the following Premium courses: Course 01: Teaching Assistant Course 02: School Administrator Training Course 03: Child Psychology Course 04: Child Neglect Awareness Certificate Course Course 05: EYFS Teaching - Level 3 Course 06: Education and Pedagogy Course 07: Parenting Skills Training Course 08: Lesson Planning for Teaching Course 09: Counselling Children & Supporting Their Wellbeing Course 10: Functional Skills English Practice Level 2 Course 11: Functional Skills Maths Level 2 Course 12: Learning Disability Awareness Course 13: Remote Teaching Online Course 14: Time Management Benefits you'll get choosing Apex Learning: One payment, but lifetime access to 14 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Curriculum of Bundle Course 01: Teaching Assistant Teaching Assistant SEN Teaching Autism Awareness ADHD Awareness Dyslexia Course 02: School Administrator Training Introduction to School Administration Types of Schools In The UK Workplace Development Creating and Maintaining a School Culture Educational Administration and Management Safeguarding Students Child Development Serious Behavioural Issues and Problems of Students Managing School Premises Safety and Maintenance As an Administrator Self-Management and Dealing with Stress Course 03: Child Psychology Introduction to Child Psychology Attachment and Relationship Building in Childhood Impacts of Separation and Loss on Attachment Factors That Influence Development Cognitive Development Social and Emotional Development Personality and Intellectual Development of Children Stages of Language Development Understanding Moral Development Play, Imagination, and Creativity Problems of Infancy Problems of Childhood Problems of Adolescence Course 04: Child Neglect Awareness Certificate Course Introduction to Child Neglect Signs of Child Neglect Risk Factors for Neglect The impact of Child Neglect Child Neglect Cases Legislation Surrounding Child Neglect Responding to and Reporting Child Neglect Prevent Child Negligence Course 05: EYFS Teaching - Level 3 Introduction to EYFS Importance of Early Years in Development EYFS Teaching Techniques Working as an EYFS Teacher Promoting Learning and Development Children Having Special Education Needs or Disabilities Parents' Guide to the Early Years Foundation Stage Welfare Requirements The EYFS Educational Philosophies and Privileges Registration, Inspection, and Quality Improvement EYFS Framework in 2021 Course 06: Education and Pedagogy Introduction to Pedagogy Pedagogy in Education Pedagogy in Teaching the Teachers Smart Pedagogy Teaching Methods Effective Teaching Strategies Assessment and Teaching Educational Technology and Blended Learning Course 07: Parenting Skills Training Advanced Parenting Skills PROMO (Final) Goals & First Concepts The Power Of Relationships The Myth Of 'Nothing To It Parenting' The 2 Phases Of Parenting The Power Of Mentoring Your Child Teaching Values They Will Keep! Parenting Basics … And Beyond! Powerful Communication Skills The Power Of Re-Framing & Building Agreements WHY Do Kids Do The Things They Do? 'The Parent's Pledge' Disciplining The RIGHT Way! The Power of 'Life Lessons' The kid's Pledge The Parents Pledge Course 08: Lesson Planning for Teaching An Introduction Planning and Preparation Curriculum Structure and Format Methodology Objectives and Learning Aims Assessment and Evaluation Course 09: Counselling Children & Supporting Their Wellbeing Section 01: Introduction Section 02: Prevalence Section 03: Definition of Mental Health Section 04: Recognizing Mental Health Problems among Children Section 05: Signs and symptoms of Mental Health Difficulties among Children Section 06: How can we help children experiencing mental health difficulties? Section 07: Accessing External Support Systems Section 08: Testing Your New Knowledge and Skills Section 09: Bonus Course 10: Functional Skills English Practice Level 2 Introduction to the Course Basics of Grammar The Basics of Sentence Structure of Sentence Questions Punctuation and Capitalisation Spelling Common Mistakes and Ways to Improve Course 11: Functional Skills Maths Level 2 Numbers and Negative Numbers Multiples Factors Fractions and Power Percentages Expressions Decimals Ratio and Proportion Exponents and Radicals Graphs The Profit and Loss Perimeter and Area Averages Probability Course 12: Learning Disability Awareness Learning Disability and Mental Health Learning Disability Nursing Psychosocial Interventions Psychodynamic Approaches Learning Disability Nursing Throughout the Lifespan Role of the Learning Disability Nurse in Promoting Health and Well-Being Care Planning in Mental Health Settings Nursing Models and Behavioural Interventions The Future of Learning Disability Nursing Future Spheres of Practice for Learning Disability Nursing Course 13: Remote Teaching Online Introduction Remote Teaching Strategies, Tools, Methods Instructional Strategies & Final Tips Course 14: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Teaching Assistant bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Teaching Assistant 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 smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Teaching Assistant) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Teaching Assistant) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

If you've ever been curious about how plumbing systems work behind the scenes, this CPD Accredited Plumbing course offers a detailed and accessible introduction. Covering the essentials of domestic plumbing, from understanding basic systems to tackling everyday repairs, this course provides a structured route for anyone looking to deepen their knowledge of water supply, heating systems, and general plumbing maintenance. Whether you're a complete beginner or someone looking to brush up on familiar topics, the content is designed to be clear, informative, and highly relevant. You’ll explore everything from the core principles of plumbing to helpful techniques used by seasoned professionals. Each module is crafted to help you build a solid foundation in plumbing knowledge, offering practical insights without needing to attend in person or handle equipment. With expert guidance, you’ll gain a confident grasp of how plumbing systems function and how common issues are approached and resolved. It’s the ideal choice for those with an interest in plumbing—whether for personal knowledge, career development, or simply a better understanding of home systems. Still not convinced? Take a glimpse of the key benefits you'll get with - Lessons prepared in collaboration with Professionals User-friendly Learner Management System (LMS) Syllabus designed in line with the standards of the UK Education System Updated Study Materials focusing both on Knowledge and Skill based training Guidance to expand in 'a' territory and move forward with Plumber profession Free Assessment to test learners' knowledge and skills Course Curriculum: Plumbing 101 Water Supply and Heating Systems Plumbing Repairs Tips and Techniques Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing the Plumbing - CPD Accredited course. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Plumbing - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The Plumbing - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Plumbing - CPD Accredited training.

Understanding the responsibilities and legal requirements surrounding workplace health and safety is essential for any organisation. This RIDDOR Training course offers a clear and concise guide to reporting work-related incidents in line with UK regulations. Participants will gain a solid grasp of key health and safety laws, learn effective management techniques to reduce workplace risks, and explore the specifics of RIDDOR—The Reporting of Injuries, Diseases and Dangerous Occurrences Regulations. By focusing on how to identify and report incidents correctly, this course supports safer, more transparent working environments. Designed for individuals across various sectors, this online course delivers essential knowledge without the need for physical attendance. The modules provide straightforward explanations of risk assessments, common hazards, and managerial duties relating to health and safety. Whether you are a business owner, manager, or health and safety professional, this training offers vital insights to ensure appropriate incident reporting, helping organisations maintain legal obligations while fostering safer workplaces. Still not convinced? Take a glimpse of the key benefits you'll get with - Lessons prepared in collaboration with Professionals User-friendly Learner Management System (LMS) Syllabus designed in line with the standards of the UK Education System Updated Study Materials focusing both on Knowledge and Skill based training Guidance to expand in 'a' territory and move forward with Construction Worker profession Free Assessment to test learners' knowledge and skills Course Curriculum: Module 1: Health and Safety at Work and the Laws Module 2: Managing for Health and Safety Module 3: Risk Assessment and Common Risks Module 4: RIDDOR Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing the RIDDOR Training - CPD Accredited course. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this RIDDOR Training - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The RIDDOR Training - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our RIDDOR Training - CPD Accredited training.

Register on the Machine Learning Basics 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. 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. 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. The Machine Learning Basics 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. 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! What You Get With The Machine Learning Basics Receive an e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Who Is This Course For 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. Requirements The online training is open to all students and has no formal entry requirements. To study the Machine Learning Basics, 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. Course Content Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and Total Charge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for Total Charge 00:14:00 The 'Just Right' Model for Toral Charge: A More Detailed Error Analysis@@ 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? 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. Can I access the course at any time, or is there a set schedule? 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. How long will I have access to the course? 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. Is there a certificate of completion provided after completing the course? 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. Can I switch courses or get a refund if I'm not satisfied with the course? 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. How do I track my progress in the course? 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. What if I have technical issues or difficulties with the course? 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.