7482 Personal Development courses in Redcar delivered Online

If you want to work as an Early Years Foundation Stage teacher or want to learn more about the subject but do not know where to begin, then you have come to the right place. This EYFS Teaching Diploma course will provide you with a solid foundation to help you become an expert Early Years Foundation Stage teacher. This thorough Early Years Foundation Stage course will provide you with all of the necessary skills and a great insight into the early years foundation stage to help you advance your career in this profession. When working as an early years foundation stage teacher, there are always new skills to master and new knowledge to gather. This Early Years Foundation Stage course will thoroughly prepare you to grasp all of this profession's key skills and knowledge. Experts have designed this course to help you learn quickly and efficiently at your own speed. Enrol today and take the next step towards your personal and professional goals. Learning Outcomes After completing this Early Years Foundation Stage course, you will be able to: Describe the importance of Early Years in Development. Master EYFS teaching techniques. Promote learning and development. Work as an EYFS teacher. Identify children with special education needs or Disabilities. Explain the EYFS framework. Find work as an EYFS teacher. Why Choose Early Years Foundation Stage (EYFS) Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Early Years Foundation Stage Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the Early Years Foundation Stage course. [ Note: Free PDF certificate as soon as completing the Early Years Foundation Stage (EYFS) course] Course Curriculum of *** Early Years Foundation Stage (EYFS) *** Module 1: An Overview of EYFS Module 2: Significance of Early Years in Development Module 3: Teaching Techniques Focusing EYFS Module 4: Curriculum for EYFS Teaching Module 5: EYFS Teaching Career Module 6: Fostering Learning and Development Module 7: Children Having Special Education Needs or Disabilities Module 8: Guiding Parents to the Early Years Foundation Stage Module 9: Safety Requirements Module 10: The EYFS Educational Philosophies and Privileges Module 11: The Process of Registration, Inspection, and Quality Improvement Module 12: EYFS Framework in 2021 Module 13: Finding Work as an EYFS Teacher Assessment Method After completing each module of the Early Years Foundation Stage Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Early Years Foundation Stage course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Early Years Foundation Stage (EYFS) course is ideal for: Students Fresh graduates Job Seekers Anyone interested in this topic People who are already working in this field and want to polish their knowledge and skill. Requirements There are no specific requirements for this Early Years Foundation Stage (EYFS) course because it does not require any advanced knowledge or skills. Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path This Early Years Foundation Stage (EYFS)Course will improve your CV and career opportunities. As a result, after completing this Course, you will have a market advantage in entering the relevant job field. Certificates Certificate of completion Digital certificate - Included

Forming attachments in the early years is vital for young children in order for them to grow up and form their own lasting and loving relationships. Knowing that you are loved and cared for, and that your needs will be met, will boost your self-esteem and confidence, as well as promote good mental health as a young baby. The purpose of completing this Early Years: (Attachment Theory) course is to understand the importance of attachment theory in child development and know the best practices when working with children and their families. This course also looks at the theorists who researched attachment and their recommendations for best practices when working with children and their families. By the end of this Early Years: (Attachment Theory) course, the learner will gain a thorough understanding of the theory behind attachment and how to effectively plan to meet the needs of young children. Learning Outcomes After completing this Early Years: (Attachment Theory) course, learner will be able to: Gain a thorough understanding of attachment theory in child development. Know the best practices when working with children and their families. Why Choose Attachment Theory in the Early Years Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing this course. ***Others Benefits of Early Years: (Attachment Theory) Course: Free One PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the Early Years - (Attachment Theory) course] ***Early Years : ( Attachment Theory )*** Detailed course curriculum Module 1: Attachment Theory Attachment Theory Theorists John Bowlby Bowlby's Four Phases of Attachment Developmental Stages Mary Ainsworth Strange Situation Procedure Application of Ainsworth's Strange Situation Study Types of Attachment Secure AttachmentInsecure AttachmentAvoidant AttachmentDisorganised Attachment The Key Person Approach The Key Person's Role Secure Attachment and the Key Person Building an Attachment Relationships with Parents Module 2: Putting it into Practice EYFS Settling Children In - Supporting Transitions How the Key Person Approach Works in Practice The Child and Key Person Relationship in EYFS Attachment-Based Child Care Attachment: Relationships and Relating Interactions Build Relationships Attachment and Cognitive Development in EYFS Attachment Behaviours Nurturing Attachments Interpreting Children's Behaviour in Terms of their Needs Developmental Differences in Attachment Behaviours Parents as Partners Learning Together Effective Practice Assessment Method After completing each module of the Early Years: (Attachment Theory) Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Early Years: (Attachment Theory) course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Early Years : ( Attachment Theory ) This Early Years : ( Attachment Theory ) course is ideal for: Practitioners in early years settings Childminders Anyone interested in the well-being and emotional needs of young children. Requirements Early Years: (Attachment Theory) There are no specific requirements for this Early Years: (Attachment Theory) course because it does not require any advanced knowledge or skills. Certificates Certificate of completion Digital certificate - Included

⭐ This is a 10-week online course for toddlers (13-24months) and their parents/carers. Baby signing can benefit ANY family with a baby or toddler. Clear communication can especially reduce frustrations for families with toddlers, helping you avoid some of the toddler turbulence🌪️ before it begins.

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Overview With the ever-increasing demand for Proofreading in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Proofreading may be. Learning about Proofreading or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Proofreading . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Proofreading is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Proofreading course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Proofreading course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Proofreading course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Proofreading , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Proofreading , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Proofreading , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Proofreading course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Module 1 - Introduction to Proofreading Introduction to Proofreading 00:00 Module 2 - Methods of Proofreading Methods of Proofreading 00:00 Module 3 - Applying the Style Sheet Applying the Style Sheet 00:00 Module 4 - Introduction to Copy-Editing Introduction to Copy-Editing 00:00 Module 5 - Common Problems to check in a Proof Common Problems to check in a Proof 00:00 Module 6 - On-Screen Proofreading On-Screen Proofreading 00:00 Module 7 - Legal Checks Legal Checks 00:00

Primary Teaching: Primary Teaching & Nursery Nurse Course Online If you want to take the first steps toward becoming a primary school teacher, then this Primary Teaching: Primary Teaching & Nursery Nurse course could be the ideal place to start your training for a worthwhile and rewarding career. This Primary Teaching: Primary Teaching & Nursery Nurse course provides a thorough introduction to the field, making it ideal for those considering a career in teaching or those who are new to the field. The Primary Teaching: Primary Teaching course is divided into several comprehensive modules to provide you with the most convenient and comprehensive learning experience possible. This comprehensive Primary Teaching: Primary Teaching Diploma covers the fundamentals of primary teacher training, such as teaching children English, child literacy and language development, SEN support, and high-quality teaching techniques. You will also learn about the primary education system in the UK, types of schools in the UK, and the EYFS framework 2021. Through this Primary Teaching: Primary Teaching & Nursery Nurse course you will gain knowledge of primary teachers' responsibilities, child development, EYFS teaching technique, and much more. Enroll on this exclusive Primary Teaching: Primary Teaching & Nursery Nurse course today and learn how to become an excellent Primary School Teacher and support children's learning and development. Main Course: Primary Teaching Diploma Free Courses included with Primary Teaching: Primary Teaching & Nursery Nurse Course Course 01: Nursery Nurse Course 02: EYFS Teaching Diploma Course 03: Speech & Language Therapy Course 04: Level 4 Diploma in Child Counselling Course 05: Level 3 Award in Childcare and Education Course Special Offers of this Primary Teaching: Primary Teaching & Nursery Nurse Course: This Primary Teaching: Primary Teaching Course includes a FREE PDF Certificate. Lifetime access to this Primary Teaching: Primary Teaching Course Instant access to this Primary Teaching: Primary Teaching Course 24/7 Support Available to this Primary Teaching: Primary Teaching Course [ Note: Free PDF certificate as soon as completing the Primary Teaching: Primary Teaching & Nursery Nurse Course] Primary Teaching: Primary Teaching & Nursery Nurse Course Online This Primary Teaching: Primary Teaching & Nursery Nurse Course Consists of 13 Modules. Course Curriculum of Primary Teaching: Primary Teaching Course Module 01: Primary Education in the UK Module 02: Responsibilities, Qualifications and Skills Module 03: Initial Teacher Training Module 04: Types of Schools in the UK Module 05: Importance of Early Years in Development Module 06: EYFS Teaching Techniques Module 07: Teaching Primary English Module 08: Teaching Primary Mathematics Module 09: Teaching Primary Science, Design and Technology Module 10: Teaching Other Primary Subjects Module 11: Children Having Special Education Needs or Disabilities Module 12: EYFS Framework in 2021 Module 13: Self-Management and Dealing with Stress Assessment Method of Primary Teaching: Primary Teaching & Nursery Nurse Course After completing Primary Teaching: Primary Teaching & Nursery Nurse Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Primary Teaching: Primary Teaching & Nursery Nurse Course After completing the Primary Teaching: Primary Teaching & Nursery Nurse Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Primary Teaching: Primary Teaching & Nursery Nurse Course Online This Primary Teaching: Primary Teaching & Nursery Nurse Course is suitable for anyone who wants to: Learn the skills needed to become a Primary Teacher. Make a career change and explore new career opportunities. Gain a formal, accredited qualification to improve their career opportunities. Develop the skills and knowledge needed to work in education. Requirements Primary Teaching: Primary Teaching & Nursery Nurse Course Online To enroll in this Primary Teaching: Primary Teaching & Nursery Nurse Course, students must fulfill the following requirements: Good Command over English language is mandatory to enrol in our Primary Teaching: Primary Teaching & Nursery Nurse course. Be energetic and self-motivated to complete our Primary Teaching: Primary Teaching & Nursery Nurse course. Basic computer Skill is required to complete our Primary Teaching & Nursery Nurse course. If you want to enrol in our Primary Teaching: Primary Teaching & Nursery Nurse course, you must be at least 15 years old. Career path Primary Teaching: Primary Teaching & Nursery Nurse Course Online This Primary Teaching: Primary Teaching & Nursery Nurse Course field offers the following opportunities: Primary School Teacher Early Years Teacher Teaching Assistant

Autism: Autism Training Course Online Do you want to work with children who have autism? Have you been inspired to work in special education due to caring for children with this condition? There are adults with Autism: Autism Training Course; perhaps you would like to assist them in improving their lives. This Autism: Autism Training Course is jam-packed with useful information that will help you progress in a rewarding job role as you advance further in your career. The Autism: Autism Training Course includes practical tips and advice to give you the skills you need to work with autistic people and help them live a more productive life. Why choose this Autism: Autism Training Course from the School of Health Care? Self-paced Autism: Autism course, access available from anywhere in the world. Autism: Autism Training Course developed by industry experts. After each module of Autism: Autism Course, there will be an MCQ quiz to assess your learning. Free PDF certificate after completing the Autism: Autism Training Course Special Offers For this Autism course This Autism course includes a FREE PDF Certificate. Lifetime access to this Autism course Instant access to this Autism course Get FREE Tutor Support from Monday to Friday in this Autism course. Courses you will Get Autism: Autism Training Course Course 01: Autism Diploma Course 02: ADHD Awareness Course 03: Dyslexia [ Note: Free PDF certificate as soon as completing the Autism: Autism Training Course] Description Autism: Autism Training Course Online This Autism: Autism Training Course consists of 09 modules. Course Curriculum of Autism: Autism Training Course Module 01: Introduction to Autism Spectrum Disorder (ASD) Module 02: Approaches to Helping People and Children with Autism Module 03: Diagnosis of Autism Module 04: Communication of Autism Module 05: Cognitive Styles and Functions in Autism Module 06: Autistic Behaviour Module 07: Organisation Systems with Autistic Individuals Module 08: Autism Awareness Module 09: Government Policies on Autism in England. Assessment Method of Autism: Autism Training Course After completing Autism: Autism Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Certification of Autism: Autism Training Course After completing the Autism: Autism Training Course, you can instantly download your certificate for FREE. Who is this course for? Autism: Autism Training Course Online The Autism: Autism Training Course is designed for anyone who wants to work with children or adults with autism and spread awareness about the condition. Requirements Autism: Autism Training Course Online To enrol in this Autism: Autism Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Autism: Autism Training Course. Be energetic and self-motivated to complete our Autism: Autism Training Course. Basic computer Skill is required to complete our Autism: Autism Training Course. If you want to enrol in our Autism: Autism Training Course, you must be at least 15 years old. Career path Autism: Autism Training Course Online After completing this Autism: Autism Training Course, you will be able to work as an SEN teacher/teaching assistant.

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Return to Work 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. The Return to Work Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Return to Work 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. This Return to Work 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. 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. Why buy this Return to Work? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Return to Work 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. Who is this course for? This Return to Work course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Return to Work does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Return to Work 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Return to Work is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Return to Work Program Module 1 00:12:00 Module 02: Thinking about Returning Module 2 00:10:00 Module 03: Preparing to Return Module 3 00:10:00 Module 04: Returning to Work Module 4 00:14:00 Module 05: Return to Work Interview Module 5 00:10:00 Module 06: Returning to Work After and During Covid-19 Module 6 00:12:00 Module 07: Returning to Work After Extended Leave Module 7 00:10:00 Module 08: Managing Risks Module 8 00:10:00 Module 09: Dealing with Anxiety Module 9 00:12:00

Dive into the art of constructing an impactful CV with 'Effective CV Writing: Crafting Impressive Resumes.' In today's competitive job market, it's pivotal to stand out, and a well-curated CV can make all the difference. This course delves deep into the understanding, planning, creation, and adaptation of your CV. Furthermore, it ensures you utilise your CV to its fullest potential and provides insights into the major sections of a chronological CV. The course culminates with a module on crafting the perfect cover letter, giving you a holistic approach to job application. Learning Outcomes Grasp the fundamental concept and significance of a CV. Strategise and outline the structure and content of a CV. Produce and customise a CV suited for varied job applications. Familiarise oneself with the key components of a chronological CV. Develop compelling cover letters complementing the CV. Why buy this Effective CV Writing: Crafting Impressive Resumes? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success Who is this Effective CV Writing: Crafting Impressive Resumes for? Job seekers aiming to elevate their application game. Graduates entering the workforce and seeking guidance. Individuals considering a career shift and needing CV adaptation. Professionals seeking to refine their current CV and cover letter. Any individual aiming for clarity and finesse in job applications. Career path Recruitment Specialist: £25,000 - £40,000 Human Resources Manager: £35,000 - £60,000 Career Advisor: £20,000 - £35,000 Job Coach: £22,000 - £37,000 Personal Branding Consultant: £28,000 - £50,000 Professional Writer (CVs, Cover letters): £24,000 - £45,000 Prerequisites This Effective CV Writing: Crafting Impressive Resumes does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Understanding the Concept of a CV Understanding the Concept of a CV 00:12:00 Module 02: Planning Your CV Planning Your CV 00:12:00 Module 03: Creating Your CV Creating Your CV 00:11:00 Module 04: Adapting your CV Adapting your CV 00:13:00 Module 05: Using Your CV Effectively Using Your CV Effectively 00:12:00 Module 06: Major Sections of a Chronological CV Major Sections of a Chronological CV 00:08:00 Module 07: Cover Letter Cover Letter 00:13:00

Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum 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 TotalCharge: 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 TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: 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