5641 Computing & IT courses in Swanscombe delivered Online

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This HVAC, Electrical and Fire Safety bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this HVAC, Electrical and Fire Safety bundle will help you stay ahead of the pack. Throughout the HVAC, Electrical and Fire Safety programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this course, you will get 10 premium courses, an originalhardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Bundle Consists of the following Premium courses: Course 01: Level 3 Heating, Ventilation & Air Conditioning (HVAC) Technician Course 02: Electricity & Circuit Analysis Level 3 Course 03: PAT Level 4 Course 04: Electric Power Metering for Single and Three Phase Systems Course 05: Energy Saving in Electric Motors Course 06: Electrical and Fire Safety Training - Level 2 Course 07: Digital Electric Circuits & Intelligent Electrical Devices Course 08: Fall Prevention During Working at Height Course 09: Manual Handling Level 2 Course 10: Emergency First Aid and Incident Management at Work Course 11: Time Management As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the HVAC, Electrical and Fire Safety to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this HVAC, Electrical and Fire Safety: One payment, but lifetime access to 11 CPD courses Certificate, 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 Get 24/7 help or advice from our email and live chat teams 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 Certificates: Free (Previously it was £10*11= £110) Hard Copy Certificates: Free (Previously it was £20*11= £220) Curriculum of the Bundle Course 01: Level 3 Heating, Ventilation & Air Conditioning (HVAC) Technician Module 01: Introduction Module 02: Heating Fundamentals and Psychrometrics Module 03: HVAC Systems Module 04: Heating and Ventilation Module 05: Air Conditioning Systems for HVAC Technicians Module 06: Compressors, Water Chillers, and Fans Module 07: Piping for HVAC Technician Module 08: Duct System in HVAC Module 09: Refrigeration and Refrigerants Module 10: Special Applications Module 11: HVAC System Selection Module 12: Safety in the HVAC Industry Course 02: Electricity & Circuit Analysis Level 3 Ch - 00 Intro Basic Electricity Ch - 01 The Nature of Electricity Ch - 02 Conductors & Insulators Ch - 03 Current and Electric Circuits Ch - 04 Ohm's Law Ch - 05 Electric Power Ch - 06 Series & Parallel Circuits Ch - 07 Circuit Theorems Ch - 08 Electric Fields and Capacitance Ch - 09 Magnetism and Inductance Ch - 10 Transient Response Capacitors & Inductors Course 03: PAT Level 4 Module 01: Introduction to PAT Module 02: Relevant Statutory Provisions for PAT Module 03: Risk Assessment Module 04: Reducing and Controlling Risks Module 05: Electrical Units and Appliance Classification Module 06: Initial Visual Examination Module 07: Instruments for Testing and Equipment Inspection Module 08: Electrical Installation Testing Module 09: Safety Precautions in Electrical Testing Module 10: Reporting and Record-keeping Course 04: Electric Power Metering for Single and Three Phase Systems Module 01: Basic Metering Introduction Module 02: Power & Energy Module 03: AC Power Module 04: Instrumentation Module 05: Single Phase Metering Module 06: Instrument Transformers Module 07: Three Phase Metering Module 08: Cross Wattmeter Verification Course 05: Energy Saving in Electric Motors Module 01: Introduction Module 02: Classification Module 03: Terminologies Module 04: Losses Module 05: Energy saving in motors part I Module 06: Energy saving in motors part II Module 07: Energy saving in motors Part III Module 08: Energy saving in motors part IV Module 09: Energy saving in motors part V Module 10: Energy Efficient Motor Course 06: Electrical and Fire Safety Training - Level 2 Module 01: Introduction and Basics Module 02: Introduction to Fire Safety Module 03: Voltage and Resistance Module 04: Capacitance and Capacitors Module 05: Safety Precautions Module 06: Fire Safety Legislation Module 07: Measures of Fire Safety Module 08: Fire Emergency: Evacuation Procedures Course 07: Digital Electric Circuits & Intelligent Electrical Devices Module 01: Introduction Module 02: Numbering Systems Module 03: Binary Arithmetic Module 04: Logic Gates Module 05: Flip-Flops Module 06: Counters & Shift Registers Module 07: Adders Course 08: Fall Prevention During Working at Height Fall Prevention During Working at Height Module 01: Introduction, Regulations and Duties Module 02: Risk Assessment and Prevention Module 03: Work at Height Equipment Course 09: Manual Handling Level 2 Introduction, Legislation and Guidance Manual Handling Hazards and Injuries Manual Handling Risk Assessments Controlling and Reducing the Risks Safe Lifting Techniques Course 10: Emergency First Aid and Incident Management at Work Introduction to Workplace First Aid Legal Framework for Workplace First Aid Incident Management at Work Primary Survey Secondary Survey Basic First-Aid Techniques Dealing with Minor Injuries at the Workplace Secondary Illness Loss of Responsiveness and CPR Secondary Illness Breathing Problems Secondary Illnesses and Injuries Dealing With Fractures and Dislocations Call for an Emergency Course 11: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this HVAC, Electrical and Fire Safety 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 HVAC, Electrical and Fire Safety 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

FREE Level 3 QLS Endorsed Certificate | 14 CPD Courses+14 PDF Certificates| 180 CPD Points| CPD & CiQ Accredited

QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost

QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost

Overview This comprehensive course on Game Development using Cocos2d-x v3 C++ will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Game Development using Cocos2d-x v3 C++ 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 Game Development using Cocos2d-x v3 C++. It is available to all students, of all academic backgrounds. Requirements Our Game Development using Cocos2d-x v3 C++ 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 19 sections • 60 lectures • 03:59:00 total length •Course Introduction: 00:03:00 •Setting Up For iOS: 00:05:00 •Setting Up For Android on Mac: 00:11:00 •Setting Up For Android on Windows: 00:13:00 •Multi Resolution Support: 00:16:00 •Adding a Sprite: 00:04:00 •Positioning Using MoveBy: 00:03:00 •Positioning Using MoveTo: 00:03:00 •Positioning Using JumpBy: 00:03:00 •Positioning Using JumpTo: 00:03:00 •Positioning Using BezierBy: 00:04:00 •Positioning Using BezierTo: 00:03:00 •Positioning Using Place: 00:02:00 •Scaling Using ScaleBy: 00:03:00 •Scaling Using ScaleTo: 00:03:00 •Rotating Using RotateBy: 00:03:00 •Rotating Using RotateTo: 00:03:00 •Tinting Using TintBy: 00:03:00 •Tinting Using TintTo: 00:02:00 •Fading Using FadeTo: 00:02:00 •Fading Using FadeIn: 00:02:00 •Fading Using FadeOut: 00:02:00 •Repeat: 00:04:00 •RepeatForever: 00:03:00 •Sequence: 00:04:00 •Skewing Using SkewBy: 00:02:00 •Skewing Using SkewTo: 00:02:00 •Playing Sound Effect: 00:06:00 •Playing Sound Effect Repeatedly: 00:04:00 •Setting Sound Effect Volume: 00:03:00 •Stopping Sound Effect: 00:05:00 •Playing Music: 00:04:00 •Stopping Music: 00:03:00 •Pausing and Resuming Music: 00:04:00 •Setting Music Volume: 00:03:00 •Setting Up Single Touch Events: 00:04:00 •Touch Began Using onTouchBegan: 00:05:00 •Touch Moved Using onTouchMoved: 00:03:00 •Touch Ended Using onTouchEnded: 00:03:00 •Setting Up Multi Touch Events: 00:05:00 •Touches Began Using onTouchesBegan: 00:02:00 •Touches Moved Using onTouchesMoved: 00:03:00 •Touches Ended Using onTouchesEnded: 00:03:00 •Setting up A Menu: 00:03:00 •Adding a Menu Font Item: 00:07:00 •Adding a Menu Image Item: 00:05:00 •Menu Alignment: 00:02:00 •Creating a New Scene: 00:04:00 •Pushing a Scene: 00:05:00 •Popping a Scene: 00:03:00 •Replace a Scene: 00:05:00 •Scene Transitions !!: 00:03:00 •Sprite Animations: 00:04:00 •Accelerometer: 00:05:00 •Creating a New Project: 00:02:00 •Compiling a Project: 00:07:00 •Running a Project: 00:07:00 •Deploying a Project: 00:06:00 •Resource: 00:00:00 •Assignment - Conveyancing- Online Diploma Course: 3 days

Overview This comprehensive course on Flutter & Dart Development for Building iOS and Android Apps will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Flutter & Dart Development for Building iOS and Android Apps 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 Flutter & Dart Development for Building iOS and Android Apps. It is available to all students, of all academic backgrounds. Requirements Our Flutter & Dart Development for Building iOS and Android Apps 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 15 sections • 116 lectures • 09:41:00 total length •Introduction: 00:02:00 •Setup On Windows: 00:16:00 •Setup On Linux: 00:14:00 •Setup On Mac iOS: 00:14:00 •Setup On Mac Android: 00:12:00 •App Base Code: 00:03:00 •Text: 00:04:00 •Container.: 00:04:00 •Row.: 00:05:00 •Column.: 00:00:00 •Stack.: 00:02:00 •Image.: 00:06:00 •Center.: 00:02:00 •Padding.: 00:03:00 •Align.: 00:02:00 •Constrained Box.: 00:03:00 •Baseline Class.: 00:03:00 •Aspect Ratio: 00:03:00 •Sized Box: 00:02:00 •Transform: 00:03:00 •Pointers.: 00:06:00 •Tap.: 00:02:00 •Double Tap.: 00:02:00 •Long Press.: 00:03:00 •Vertical Drag.: 00:04:00 •Horizontal Drag.: 00:04:00 •Pan.: 00:04:00 •Scaffold.: 00:06:00 •App bar.: 00:05:00 •Bottom Navigation Bar.: 00:08:00 •TabBar View: 00:07:00 •Drawer.: 00:05:00 •SliverApp Bar: 00:07:00 •FlatButton: 00:04:00 •RaisedButton: 00:03:00 •DropdownButton: 00:09:00 •TextField: 00:04:00 •CheckBox.: 00:06:00 •Radio Button: 00:04:00 •PopupMenuButton: 00:07:00 •IconButton: 00:04:00 •ButtonBar: 00:03:00 •Floating Action Button: 00:04:00 •Switch.: 00:04:00 •Slider.: 00:05:00 •Date Picker.: 00:05:00 •Time Picker.: 00:07:00 •SimpleDialog.: 00:08:00 •AlertDialog: 00:06:00 •BottomSheet: 00:06:00 •Expansion Panel List and Expansion Panel: 00:07:00 •SnackBar: 00:07:00 •Cupertino Setup: 00:02:00 •Cupertino Action Sheet: 00:06:00 •Cupertino Activity Indicator: 00:01:00 •Cupertino Alert Dialog: 00:04:00 •Cupertino Button: 00:03:00 •CupertinoPageScaffold: 00:04:00 •CupertinoPicker: 00:04:00 •CupertinoPopupSurface: 00:04:00 •CupertinoSegmentedControl: 00:04:00 •CupertinoSlider: 00:04:00 •CupertinoSwitch: 00:03:00 •CupertinoNavigationBar: 00:04:00 •CupertinoTabBar: 00:05:00 •CupertinoTabScaffold: 00:04:00 •CupertinoTextField: 00:04:00 •Icons.: 00:04:00 •Chip.: 00:03:00 •Tooltip.: 00:02:00 •DataTable.: 00:09:00 •Card.: 00:06:00 •Linear Progress Indicator.: 00:03:00 •Circular Progress Indicator.: 00:04:00 •GridView: 00:03:00 •ListView & ListTile: 00:04:00 •Stepper & Step: 00:07:00 •Divider & divideTiles: 00:05:00 •Aligning Widgets: 00:03:00 •Sizing Widgets: 00:03:00 •Nesting Rows and Columns.: 00:03:00 •Add, Update and Delete Widgets: 00:06:00 •Navigate To A New Screen and Back.: 00:06:00 •Multiple Files For Each Screen: 00:03:00 •Send Data To A New Screen: 00:05:00 •Return Data From A Screen.: 00:05:00 •Navigate With Named Routes: 00:03:00 •Animating A Widget Across Screens: 00:02:00 •Tween Animation: 00:07:00 •Staggered Animation: 00:04:00 •Reverse and Stop Animations: 00:02:00 •Call Android Java Code: 00:08:00 •Send Parameters To Android Java Code: 00:07:00 •Call Android Kotlin Code: 00:08:00 •Send Parameters To Android Kotlin Code: 00:05:00 •Call iOS Objective-C Code: 00:10:00 •Send Parameters To iOS Objective-C Code: 00:05:00 •Call iOS Swift Code: 00:08:00 •Send Parameters To iOS Swift Code: 00:05:00 •Remove Debug Badge: 00:01:00 •Build & Release For Android: 00:04:00 •Build & Release For iOS: 00:06:00 •Fetch Data From The Internet: 00:13:00 •Making authenticated requests using HTTP Headers: 00:03:00 •Parsing JSON In The Background: 00:17:00 •Working With WebSockets: 00:10:00 •Reading & Writing Files On The Server Using SQL Injection Vulnerability.: 00:06:00 •Storing Key-Value Data On Disk: 00:03:00 •Data Persistence Using SQLite: 00:04:00 •Calculator Part 1 - TabBar Creation: 00:12:00 •Calculator Part 2 - Implementing The Tabs: 00:05:00 •Calculator Part 3 - Tab Persistence: 00:03:00 •Changing Android App Icon: 00:05:00 •Changing iOS App Icon: 00:01:00 •Change App Display Name.: 00:05:00 •Assignment - Flutter & Dart Development for Building iOS and Android Apps: 00:00:00

Overview This comprehensive course on Developing Game in Unity 3D will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Developing Game in Unity 3D 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 Developing Game in Unity 3D. It is available to all students, of all academic backgrounds. Requirements Our Developing Game in Unity 3D 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 12 sections • 38 lectures • 05:23:00 total length •Course Trailer: 00:02:00 •Lecture 01: Course Introduction: 00:01:00 •Lecture 02: Shader Graph UI Shader: Vignette: 00:06:00 •Lecture 03: Shader Graph UI Shader: Tileable Pattern: 00:08:00 •Lecture 04: Line Drawing: 00:10:00 •Lecture 05: Shader Graph UI Shader: Scratching Material: 00:12:00 •Lecture 06: Sampling: 00:12:00 •Lecture 07: Creating Board Image: 00:08:00 •Lecture 08: Creating Ticket Section: 00:08:00 •Lecture 09: Creating Ticket: 00:07:00 •Lecture 10: Scratching Integration Part 1: 00:12:00 •Lecture 11: Scratching Integration Part 2: 00:03:00 •Lecture 12: Win Settings: 00:07:00 •Lecture 13: Winning Panel Manager: 00:07:00 •Lecture 14: Button Manager: 00:06:00 •Lecture 15: Filling Board Images Part 1: 00:13:00 •Lecture 16: Filling Board Images Part 2: 00:08:00 •Lecture 17: Finish by Winning Images: 00:06:00 •Lecture 18: Game Loop: 00:06:00 •Lecture 19: Creating Scoreboard: 00:12:00 •Lecture 20: Creating Save and Load Manager: 00:07:00 •Lecture 21: Ticket Section Group One By One Ticket: 00:20:00 •Lecture 22: Ticket Section Group All At Once Ticket: 00:11:00 •Lecture 23: Any Sprite: 00:08:00 •Lecture 24: Section Random Color: 00:03:00 •Lecture 25: Ticket Provider: 00:07:00 •Lecture 26: Creating Main Menu: 00:06:00 •Lecture 27: Custom Animation System Part 1: 00:14:00 •Lecture 28: Custom Animation System Part 2: 00:13:00 •Lecture 29: Main Menu Animation: 00:04:00 •Lecture 30: Sections Animation: 00:08:00 •Lecture 31: Scoreboard Animation: 00:14:00 •Lecture 32: Winning Sprites Animation: 00:10:00 •Lecture 33: Scratching Finished Animation: 00:08:00 •Lecture 34: Winning Panel Animation: 00:19:00 •Lecture 35: Build the game For Mobile Phone: 00:05:00 •Lecture 36: Initial Scratching Animation: 00:12:00 •Resource - Developing Game in Unity 3D: 00:00:00

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

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