58515 Courses

Overview Be capable of giving potentially life-saving treatment and vital support when you train to specialise in Paediatric First Aid.This expertly written course will teach you how to specifically treat, calm, and help preserve the lives of injured or distressed children. The Paediatric First Aid Level 3course has been compiled with the assistance of industry professionals and includes all the essential procedures needed for a medical emergency. You will learn how to perform CPR and resuscitation on an infant, as well as the knowledge necessary to help heal young broken bones and severe cuts, and so much more. This is perfect for everyone, from healthcare professionals to parents. How will I get my certificate? 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. Who is this course for? There is no experience or previous qualifications required for enrolment on this Paediatric First Aid Level 3. It is available to all students, of all academic backgrounds. Requirements Our Paediatric First Aid Level 3 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 qualifications 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. Course Curriculum 9 sections • 9 lectures • 05:11:00 total length •Aim of First Aid and the First Steps: 00:35:00 •Resuscitation (CPR): 00:35:00 •Secondary Assessment, The Recovery Position And Shock: 00:33:00 •Head and Eye Injuries, Fractures, and Amputation: 00:40:00 •Choking, Wounds, Bleeding & Burns: 00:35:00 •Secondary Conditions and Reactions I: 00:30:00 •Secondary Conditions and Reactions II: 00:33:00 •Chronic Conditions: 00:40:00 •Medical Emergencies - Poisoning, Smoke inhalation, Hypothermia, Elect: 00:30:00

Overview This comprehensive course on Organic Chemistry will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Organic Chemistry comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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. Who is This course for? There is no experience or previous qualifications required for enrolment on this Organic Chemistry. It is available to all students, of all academic backgrounds. Requirements Our Organic Chemistry 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 26 lectures • 01:12:00 total length •Introduction to the Alkane Series: 00:04:00 •Conjugation and Homologous Series of the Alkane: 00:04:00 •Nomenclature of the Alkane Series: 00:02:00 •Chemistry of the Alkane Series: 00:02:00 •Relevance and Importance of the Alkene Family: 00:01:00 •Section Wrap Up: 00:01:00 •Introduction to the Alkene series: 00:04:00 •Nomenclature of the Alkene Series: 00:02:00 •Chemistry of the Alkene Series: 00:02:00 •Relevance and Importance of the Alkene Family: 00:01:00 •Section Wrap Up: 00:01:00 •Introduction to the Alkanol Series: 00:04:00 •Nomenclature of the Alkanol Series: 00:03:00 •Chemistry of the Alkanol Series: 00:03:00 •Relevance and Importance of the Alkanol Family: 00:01:00 •Section Wrap Up: 00:01:00 •Introduction to the Alkyne Series: 00:06:00 •Nomenclature of the Alkyne Series: 00:03:00 •Chemistry of the Alkene Series: 00:02:00 •Importance and Relevance of the Alkene Family: 00:01:00 •Section Wrap Up: 00:01:00 •Introduction to the Alkanals/Aldehydes and Ketones/Alkanones Family: 00:02:00 •Nomenclature Galore: 00:08:00 •Nomenclature Continued: 00:08:00 •Nomenclature Continued: 00:05:00 •Assignment - Organic Chemistry: 00:00:00

Overview Improve your professional development by enrolling in the Operation Management and Retailing course.This Operation Management and Retailing course will explain the basics and functions of operations management. It will also cover topics like essential projects, risk management, planning, and much more. It will also inform you about the operation manager's role in inventory and supply chain management.Master the skills of a professional operation manager with the Operation Management and Retailing course and climb your career ladder. How will I get my certificate? 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. Who is this course for? There is no experience or previous qualifications required for enrolment on this Operation Management and Retailing. It is available to all students, of all academic backgrounds. Requirements Our Operation Management and Retailing 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 qualifications 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. Course Curriculum 10 sections • 10 lectures • 02:53:00 total length •Introduction to Retail Management: 00:22:00 •Retail Strategy: 00:13:00 •Retail Buying and Merchandising: 00:17:00 •Retail Pricing: 00:32:00 •Supply Chain Management in Retailing: 00:12:00 •Taking Trends and Targeting Customers Effectively: 00:11:00 •Choosing a Retail Location: 00:14:00 •Negotiate the Right Deal with Suppliers: 00:12:00 •Management Skills for Leading Your Team: 00:17:00 •Health & Safety for Retail Stores: 00:23:00

Overview This comprehensive course on Online Workplace First Aid Level 3 Course will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Online Workplace First Aid Level 3 Course comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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. Who is This course for? There is no experience or previous qualifications required for enrolment on this Online Workplace First Aid Level 3 Course. It is available to all students, of all academic backgrounds. Requirements Our Online Workplace First Aid Level 3 Course 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 qualifications 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. Course Curriculum 17 sections • 17 lectures • 08:08:00 total length •Introduction to Workplace First Aid: 01:03:00 •Legal Framework for Workplace First Aid: 00:34:00 •Incident Management at Work: 00:38:00 •Primary Survey: 00:23:00 •Secondary Survey: 00:29:00 •Basic First-Aid Techniques: 00:44:00 •Dealing with Minor Injuries at Workplace: 01:09:00 •Secondary Illness: Loss of Responsiveness and CPR: 00:20:00 •Secondary Illness: Breathing Problems: 00:20:00 •Secondary Illnesses and Injuries: 00:35:00 •Dealing With Fractures and Dislocations: 00:17:00 •Call for an Emergency: 00:11:00 •Classifications and Abbreviations Every First Aider Should Know: 00:19:00 •Emergency Management for a First Aider: 00:22:00 •Things to Keep in Mind for a First Aider: 00:19:00 •Appointed Persons in the Workplace First Aid: 00:25:00 •Assignment - Online Workplace First Aid Level 3 Course: 00:00:00

Overview This comprehensive course on Trading Psychology: 5 Bad Habits of Losing Traders & Solutions will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Trading Psychology: 5 Bad Habits of Losing Traders & Solutions comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Trading Psychology: 5 Bad Habits of Losing Traders & Solutions. It is available to all students, of all academic backgrounds. Requirements Our Trading Psychology: 5 Bad Habits of Losing Traders & Solutions 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 3 sections • 8 lectures • 01:27:00 total length •Follow This Steps For Effective Learning!: 00:32:00 •Always Trade with Stop Losses: 00:15:00 •Risk management System: 00:14:00 •How to Stop Copying Trades Of People on Social Media: 00:06:00 •Trading System: 00:07:00 •Revenge Trading: 00:09:00 •Revenge Trading Continuation: 00:04:00 •Assignment - Trading Psychology: 5 Bad Habits of Losing Traders & Solutions: 00:00:00

Overview This comprehensive course on Theory of Constraints Throughput Accounting and Lean Accounting will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Theory of Constraints Throughput Accounting and Lean Accounting comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Theory of Constraints Throughput Accounting and Lean Accounting. It is available to all students, of all academic backgrounds. Requirements Our Theory of Constraints Throughput Accounting and Lean Accounting 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 5 sections • 26 lectures • 02:34:00 total length •Welcome to the Theory of Constraints, Throughput Accounting and Lean Accounting: 00:01:00 •Introduction to the Theory of Constraints: 00:01:00 •The Theory of Constraints: 00:10:00 •Introduction to Throughput Accounting: 00:01:00 •Throughput Accounting: 00:07:00 •The Measures and KPIs of Throughput Accounting: 00:06:00 •Throughput Accounting Example: 00:09:00 •Introduction to Lean Accounting: 00:14:00 •Concepts in Lean Accounting: 00:01:00 •Lean Performance Measures: 00:16:00 •Creating Lean Performance Measures: 00:06:00 •Introduction to Value Stream Management: 00:01:00 •Managing by Value Stream: 00:06:00 •Introducing the Tools of Lean Accounting: 00:01:00 •Lean Decision Making - The Tools of Lean Accounting: 00:18:00 •Box Score Example: 00:06:00 •Lean Accounting and Transaction Elimination: 00:10:00 •Introduction to Quantifying the Benefits of Improvement Activity: 00:10:00 •Quantifying the Benefits of Improvement: 00:01:00 •Lean Accounting and Customer Value: 00:04:00 •Planning by Value Stream: 00:06:00 •Summary: What we have learned in this Course: 00:06:00 •Lean Accounting Assignment: 00:04:00 •Lean Accounting Assignment Answer: 00:08:00 •Thank you: 00:01:00 •Assignment -Theory of Constraints, Throughput Accounting and Lean Accounting: 00:00:00

Overview This comprehensive course on The Complete Microsoft Outlook Masterclass will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This The Complete Microsoft Outlook Masterclass comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this The Complete Microsoft Outlook Masterclass. It is available to all students, of all academic backgrounds. Requirements Our The Complete Microsoft Outlook Masterclass 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more!   Course Curriculum 16 sections • 74 lectures • 04:03:00 total length •You Can Master Microsoft Outlook Promo: 00:02:00 •You Can Ask Me Anytime: 00:01:00 •Your Facebook Support Group: 00:01:00 •Quick Win -How To Send an Email in Outlook: 00:01:00 •Quick Win - How To Print an Email in Outlook: 00:01:00 •Another Quick Win - You Can Work Offline with Outlook: 00:01:00 •Outlook Environment: 00:03:00 •Outlook Opening: 00:02:00 •Outlook Interface Options: 00:04:00 •Sending and Receiving Email in Outlook: 00:03:00 •Sending and Receiving Email in Outlook with Attachments: 00:02:00 •Account Settings in Outlook: 00:06:00 •Automatic Replies in Outlook: 00:04:00 •Mail Box Settings in Outlook: 00:02:00 •Rules and Alerts Settings in Outlook: 00:04:00 •Exporting and Importing Rules and Alerts in Outlook: 00:01:00 •Opening Options in File Outlook: 00:04:00 •Quick Win -How to Create Folder in Outlook: 00:01:00 •Quick Win -How to Change Outlook Style: 00:01:00 •Quick Win - How To Use Quick Access Toolbar: 00:01:00 •New Email Options in Outlook: 00:03:00 •Basic Text in New Email: 00:07:00 •Name, Include and Tags in New Email: 00:03:00 •Inserting Table Into New Email: 00:10:00 •Inserting Images Into New Email: 00:10:00 •Inserting Shapes Into New Email: 00:06:00 •Inserting SmartArt Into New Email: 00:04:00 •Inserting New Chart Into New Email: 00:05:00 •Taking Screenshot Into New Email: 00:02:00 •Links, Text and Symbol: 00:03:00 •Themes, Show Fields, Encrypt, Tracking and More Options in New Email: 00:03:00 •Formatting Text in New Emails: 00:03:00 •Reviewing Menu in New Email: 00:03:00 •New Appointment at Home Menu: 00:06:00 •New Meeting at Home Menu: 00:01:00 •New Contact in Home Menu: 00:05:00 •Create New Task: 00:03:00 •Other New Item in Home: 00:02:00 •Email Deletion in Outlook: 00:02:00 •Responding to An Email in Outlook: 00:02:00 •Quick Steps, Tag and Other Functions: 00:03:00 •Complete Guide of Send and Receive: 00:03:00 •Complete Folder Guide: 00:05:00 •View and Help in Outlook: 00:04:00 •Options Intro: 00:03:00 •General Options in Outlook: 00:05:00 •Mail Options in Outlook: 00:06:00 •Calendar Options in Outlook: 00:03:00 •Contact Options in Outlook: 00:01:00 •Task Options in Outlook: 00:01:00 •Search Options in Outlook: 00:02:00 •Language Options in Outlook: 00:02:00 •Ease of Access Options in Outlook: 00:02:00 •Advanced Option in Outlook: 00:04:00 •Ribbon and Quick Access Toolbar Customization: 00:02:00 •Quick Win - Create Unknown Password: 00:01:00 •Security Is Everything: 00:01:00 •Quick Win - Insecurity Is Coming from You and Others: 00:01:00 •Understand Security Type or Category: 00:02:00 •Life Savers - You Should Know These: 00:04:00 •Have Proper Password - Start Securing You Now: 00:03:00 •Don't Use the Same Password Anymore: 00:02:00 •Should You Use Longer Password or Complicated!: 00:03:00 •Last-Pass & Authy Mobile App: 00:02:00 •The Best and Only Solution to Make and Keep Password Un-Crack-Able: 00:08:00 •Last-pass Setup and Configure: 00:10:00 •Last-Pass Options Part 1: 00:03:00 •Last-Pass Options Part 2: 00:04:00 •Last-Pass Option Part 3: 00:04:00 •2FA Makes You Even Stronger in Password: 00:05:00 •Security Is Everything, Keep Secured Your Devices: 00:07:00 •Security on Your Data and Privacy: 00:08:00 •Congratulation: 00:01:00 •Assignment -The Complete Microsoft Outlook Masterclass: 00:00:00

Overview This comprehensive course on Stretching For Beginner will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Stretching For Beginner comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Stretching For Beginner. It is available to all students, of all academic backgrounds. Requirements Our Stretching For Beginner 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 5 sections • 12 lectures • 01:21:00 total length •Intro and Key Concepts: 00:11:00 •Warm Up - Understanding Static Stretching: 00:14:00 •Breathing - Stretching Secrets: 00:09:00 •The Secret Of Nerve Flossing (Part 1): 00:03:00 •The Secret Of Nerve Flossing (Part 2): 00:02:00 •The Secret Of Nerve Flossing (Part 3): 00:02:00 •Magic Of The Bear-Hug Stretch: 00:04:00 •Shoulder and Trapezius Stretch: 00:11:00 •Groin Stretch - Inner Thigh: 00:02:00 •Benefits Of Yoga Stretching: 00:07:00 •Tools To Release Fascia & Tension: 00:08:00 •Extra Stretching Fitness Resources: 00:08:00

Overview Know how to manage your organisation's resources and marketplace objectives, boosting your career potential to higher levels. This Strategic Business Management Advanced Diploma course will train you in advanced strategic methodologies that will transform your business and deliver successful results. The course was compiled with the aid of industry experts and reinforces management principles that are vital to victory in any sector. You will be coached in many corporate skills such as leadership, operations management, performance recognition, marketing, decision-making, research and development, and cost-efficiency. It provides the perfect package for anyone that genuinely wants to excel in business. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is this course for? There is no experience or previous qualifications required for enrolment on this Strategic Business Management Advanced Diploma. It is available to all students, of all academic backgrounds. Requirements Our Strategic Business Management Advanced 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 Having these various qualifications 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. Course Curriculum 5 sections • 46 lectures • 00:45:00 total length •Designing Your Organisational Structure: 00:30:00 •Introduction to Operations Management: 00:15:00 •Understanding Financial Terms: 00:30:00 •Getting the Right People in Place: 00:15:00 •Getting Your Product Together: 00:15:00 •Building a Corporate Brand: 00:30:00 •Marketing Your Product: 01:00:00 •Selling Your Product: 00:15:00 •Planning for the Future: 00:15:00 •Goal Setting: 00:30:00 •Succession Planning 101: 00:15:00 •Managing Your Money: 00:15:00 •Ethics: 00:15:00 •Building a Strong Customer Care Team: 00:15:00 •Training Employees for Success: 00:15:00 •Leadership Essentials: 00:15:00 •Business Planning Basics: 01:00:00 •Market Evaluation: 01:00:00 •Analyze Competition: 02:00:00 •Determine A Marketing Strategy: 01:00:00 •Decide What Extras You May Need Like Staff etc: 00:30:00 •The Dangers In Not Making A Business Plan: 00:15:00 •Wrapping Up: 00:15:00 •Introduction: 00:15:00 •The Purple Cow: 00:30:00 •Try to be an Exceptionist: 00:30:00 •Make Yourself Well Recognised Before Your Customers: 00:15:00 •Wow Your Customers: 00:30:00 •Develop a Personal Style: 00:30:00 •Use Creative Imageries to Catch the Attention: 00:30:00 •Be a Traditionalist, Not a Fad Chaser: 00:15:00 •Bringing Out the Purple Cow in Your Business: 00:30:00 •Conclusion: 00:15:00 •What is Business Administration?: 00:30:00 •Business and Organisations: 00:15:00 •Management of Business: 00:30:00 •Business Organization Perspectives: 00:30:00 •Introduction: 01:00:00 •Decision Making: 00:30:00 •Approaches to Leadership: 00:30:00 •How to Build Trust and Confidence: 01:00:00 •A Manager's Pitfalls: 01:00:00 •How to Build Team Spirit: 01:00:00 •Dealing with Problem Employees: 01:00:00 •Using Your Emotional Intelligence: 01:00:00 •Conclusion to Management: 00:15:00

Overview This comprehensive course on Statistics & Probability for Data Science & Machine Learning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics & Probability for Data Science & Machine Learning comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics & Probability for Data Science & Machine Learning. It is available to all students, of all academic backgrounds. Requirements Our Statistics & Probability for Data Science & Machine Learning 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 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 skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 89 lectures • 11:27:00 total length •Welcome!: 00:02:00 •What will you learn in this course?: 00:06:00 •How can you get the most out of it?: 00:06:00 •Intro: 00:03:00 •Mean: 00:06:00 •Median: 00:05:00 •Mode: 00:04:00 •Mean or Median?: 00:08:00 •Skewness: 00:08:00 •Practice: Skewness: 00:01:00 •Solution: Skewness: 00:03:00 •Range & IQR: 00:10:00 •Sample vs. Population: 00:05:00 •Variance & Standard deviation: 00:11:00 •Impact of Scaling & Shifting: 00:19:00 •Statistical moments: 00:06:00 •What is a distribution?: 00:10:00 •Normal distribution: 00:09:00 •Z-Scores: 00:13:00 •Practice: Normal distribution: 00:04:00 •Solution: Normal distribution: 00:07:00 •Intro: 00:01:00 •Probability Basics: 00:10:00 •Calculating simple Probabilities: 00:05:00 •Practice: Simple Probabilities: 00:01:00 •Quick solution: Simple Probabilities: 00:01:00 •Detailed solution: Simple Probabilities: 00:06:00 •Rule of addition: 00:13:00 •Practice: Rule of addition: 00:02:00 •Quick solution: Rule of addition: 00:01:00 •Detailed solution: Rule of addition: 00:07:00 •Rule of multiplication: 00:11:00 •Practice: Rule of multiplication: 00:01:00 •Solution: Rule of multiplication: 00:03:00 •Bayes Theorem: 00:10:00 •Bayes Theorem - Practical example: 00:07:00 •Expected value: 00:11:00 •Practice: Expected value: 00:01:00 •Solution: Expected value: 00:03:00 •Law of Large Numbers: 00:08:00 •Central Limit Theorem - Theory: 00:10:00 •Central Limit Theorem - Intuition: 00:08:00 •Central Limit Theorem - Challenge: 00:11:00 •Central Limit Theorem - Exercise: 00:02:00 •Central Limit Theorem - Solution: 00:14:00 •Binomial distribution: 00:16:00 •Poisson distribution: 00:17:00 •Real life problems: 00:15:00 •Intro: 00:01:00 •What is a hypothesis?: 00:19:00 •Significance level and p-value: 00:06:00 •Type I and Type II errors: 00:05:00 •Confidence intervals and margin of error: 00:15:00 •Excursion: Calculating sample size & power: 00:11:00 •Performing the hypothesis test: 00:20:00 •Practice: Hypothesis test: 00:01:00 •Solution: Hypothesis test: 00:06:00 •T-test and t-distribution: 00:13:00 •Proportion testing: 00:10:00 •Important p-z pairs: 00:08:00 •Intro: 00:02:00 •Linear Regression: 00:11:00 •Correlation coefficient: 00:10:00 •Practice: Correlation: 00:02:00 •Solution: Correlation: 00:08:00 •Practice: Linear Regression: 00:01:00 •Solution: Linear Regression: 00:07:00 •Residual, MSE & MAE: 00:08:00 •Practice: MSE & MAE: 00:01:00 •Solution: MSE & MAE: 00:03:00 •Coefficient of determination: 00:12:00 •Root Mean Square Error: 00:06:00 •Practice: RMSE: 00:01:00 •Solution: RMSE: 00:02:00 •Multiple Linear Regression: 00:16:00 •Overfitting: 00:05:00 •Polynomial Regression: 00:13:00 •Logistic Regression: 00:09:00 •Decision Trees: 00:21:00 •Regression Trees: 00:14:00 •Random Forests: 00:13:00 •Dealing with missing data: 00:10:00 •ANOVA - Basics & Assumptions: 00:06:00 •One-way ANOVA: 00:12:00 •F-Distribution: 00:10:00 •Two-way ANOVA - Sum of Squares: 00:16:00 •Two-way ANOVA - F-ratio & conclusions: 00:11:00 •Wrap up: 00:01:00 •Assignment - Statistics & Probability for Data Science & Machine Learning: 00:00:00