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Unreal Engine 4 is a comprehensive course that equips you with the skills to excel in 3D game development. You will master the intricacies of Unreal Engine 4, enabling you to create immersive game worlds and breathtaking visuals. The course addresses the common problem of bridging the gap between creativity and technical know-how, allowing you to bring your game ideas to life effortlessly. By joining this course, you'll unlock a world of opportunities in the gaming industry. The gaming industry is rapidly expanding, and skilled Unreal Engine 4 professionals are in high demand. This course ensures you are well-prepared to tackle the challenges of game development, making you a valuable asset to any game studio. The problem of lacking the technical skills to create captivating games will be solved, and you'll reap the benefits of a rewarding career in the gaming world. Learning Outcomes Gain proficiency in using Unreal Engine 4 for 3D game development. Create and organise scenes, add materials, and manage lighting. Understand advanced lighting techniques like atmospheric fog and god rays. Develop a comprehensive understanding of Unreal Engine Particle System. Create cinematic sequences and customize camera settings. Export projects in production quality and for further editing. Successfully complete a written assignment test.. Why choose this Unreal Engine 4 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 Unreal Engine 4 course for? Aspiring game developers and designers. Individuals interested in 3D game development. Beginners looking to enter the gaming industry. Professionals seeking to enhance their skills. Anyone passionate about creating immersive virtual worlds. Career path Game Developer: £25,000 - £60,000 per year. 3D Game Artist: £25,000 - £45,000 per year. Level Designer: £25,000 - £55,000 per year. Game Producer: £30,000 - £70,000 per year. VR/AR Developer: £35,000 - £70,000 per year Prerequisites This Unreal Engine 4 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Unreal Engine 4 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 Unreal Engine 4 Module 01: Download Unreal Engine 00:03:00 Module 02: Epic Launcher Overview 00:05:00 Module 03: Create Your First Project in Unreal 00:13:00 Module 04: Create Folders and Organize Your Scene 00:03:00 Module 05: Open Different Viewports 00:03:00 Module 06: Dock and Undock Windows 00:03:00 Module 07: Save Your Scene 00:01:00 Module 08: Hide Scene Icons 00:02:00 Module 09: Summery F Key and ALT Key 00:02:00 Module 10: Drag and Drop Walls into the Scene 00:08:00 Module 11: Add Materials to the Walls 00:05:00 Module 12: Quick Look at Materials in the Material Editor 00:02:00 Module 13: Deleting All Lights Then Add Directional Light 00:03:00 Module 14: Contact Shadow 00:02:00 Module 15: Set Up Your First Point Light 00:04:00 Module 16: Set Up a Spotlight 00:03:00 Module 17: Add Rectangle Light 00:04:00 Module 18: Cool Light Setup 00:07:00 Module 19: Sphere Reflection Capture 00:03:00 Module 20: Skylight Lighting with HDRI 00:03:00 Module 21: Create the Sky 00:03:00 Module 22: Atmospheric Fog 00:01:00 Module 23: Exponential Height Fog 00:03:00 Module 24: God Rays 00:02:00 Module 25: Unreal Engine Particle System 00:05:00 Module 26: Create a New Level and Add a Character 00:04:00 Module 27: Preview of the Scene We Are Creating 00:01:00 Module 28: Create HDRI Environment 00:06:00 Module 29: Add Cinematic Camera to the Level 00:04:00 Module 30: Create a New Level Sequence 00:03:00 Module 31: Add Our Mannequin Character 00:04:00 Module 32: Camera Settings 00:10:00 Module 33: Depth of Field 00:05:00 Module 34: Camera Movement 00:06:00 Module 35: Second Camera 00:09:00 Module 36: Export Your Project in Production Quality 00:03:00 Module 37: Export Your Video for Further Editing 00:09:00 Assignment Assignment - Unreal Engine 4 00:00:00

The 'Game Design for Beginners' course provides an introduction to the world of game design, covering various aspects of game development and the industry. Learners will explore game structure, the game industry, different game layers, and the development process. Learning Outcomes: Understand the fundamental structure of games, including game types, loops, and arcs. Explore the roles and purposes within the game industry, learning about different game development positions. Learn about game layers and how to separate elements effectively to create a cohesive gaming experience. Gain insights into the game development process, including the game design document, crowdfunding, and publishing. Identify common mistakes made by game designers and how to avoid them. Complete a game design assignment to apply the knowledge gained throughout the course. Access recommended readings to further expand knowledge in the field of game design. Why buy this Game Design for Beginner? 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 Game Design for Beginner 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 Game Design for Beginner 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 Game Design for Beginner does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Game Design for Beginner 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 Game Design for Beginner is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Game Structure Introduction 00:01:00 What Is A Game 00:06:00 Game Types 00:06:00 Game Loops 00:06:00 Game Arcs 00:04:00 Game Industry Game Roles - Part 1 00:07:00 Game Roles - Part 2 00:07:00 Game Industry 00:06:00 Game Purposes 00:05:00 Game Layers Game Layers - How to separate elements 00:06:00 Tutorials - How to teach the player 00:06:00 Licensing - How to get free assets 00:06:00 Development Game Design Document and Game Design Canvas 00:06:00 Crowdfunding 00:05:00 Publishing 00:04:00 Top 10 Game Designer Mistakes 00:06:00 Thank You And Congratulations 00:01:00 Assignment Assignment - Game Design for Beginner 00:00:00 Recommended Readings Recommended Readings: Game Design for Beginner 05:00:00

Imagine immersing yourself in the thrilling world of game development, where your creative ideas come to life on the screen. Our Flappy Bird Clone: SFML C++ Game Course offers you a golden ticket to the vibrant heart of the entertainment industry, equipping you with the tools to shape your interactive stories. By mastering SFML and C++, you'll unlock the door to a realm of endless possibilities, where you can recreate the beloved Flappy Bird game or even craft your very own gaming masterpiece. Picture yourself skillfully navigating through each stage of game development, from the initial project setup to the intricate intricacies of game engines and flow control. This is not just about gaining technical skills; it's about cultivating a keen problem-solving mindset that will guide you through any challenges you encounter in your development journey. With each lesson, you'll feel a growing sense of accomplishment and confidence, propelling you closer to your ultimate gaming dream. Now, envision the pride and joy you'll experience as you watch your game come to life, a testament to your hard work and dedication. This Flappy Bird Clone: SFML C++ Game Course isn't just a learning experience; it's a personal journey that taps into your passion and potential, ultimately leading you to your desired destination, be it personal satisfaction, professional growth, or even launching your own game. Take the leap and enrol now, and let's turn those dreams into a tangible, interactive reality that others can experience and enjoy. Learning Outcomes Master the basics of game development in SFML C++. Develop skills in setting up a game project efficiently. Gain proficiency in implementing game engines and mechanics. Learn to create various states for game flow control. Understand and apply game logic for better player experience. Learn to implement game-over scenarios and player retries. Enhance skills in adding extra features to games. Gain knowledge on efficiently managing game resources. Who is this course for? Aspiring game developers looking to enhance their skills. Individuals with an interest in game design and development. Professionals seeking to expand their knowledge in C++ and SFML. Students studying computer science or related fields. Anyone with a passion for games and a curiosity to understand their mechanics. Career Path Game Developer: £25,000 - £50,000 Software Engineer: £30,000 - £70,000 C++ Developer: £30,000 - £60,000 Game Designer: £25,000 - £40,000 Application Developer: £25,000 - £50,000 Certification Once you have completed the course materials for the Flappy Bird Clone: SFML C++ Game Course, you will have the opportunity to take a written assignment test. This can be done either during or at the end of the course. Successful completion of the test will allow you to claim your PDF certificate for a nominal fee of £5.99. If you prefer, original hard copy certificates can be ordered for an additional cost of £9.60. Prerequisites There are no specific qualifications or experience required to enrol in the Flappy Bird Clone: SFML C++ Game Course. Crafted by industry professionals, the course is compatible with PCs, Macs, tablets, and smartphones. As long as you have a stable internet connection, you will have the flexibility to access the course material from anywhere at any time. Course Curriculum Section 01: Introduction Introduction 00:02:00 Section 02: Project Creation & Setup Setup Project - Windows (Visual Studio) 00:14:00 Setup Project - Mac OS X (Xcode) 00:11:00 Section 03: Game Engine Setup State Machine 00:18:00 Asset Manager 00:08:00 Input Manager 00:08:00 Game Loop 00:14:00 Section 04: State Creation Splash State 00:17:00 Main Menu State 00:16:00 Game State 00:07:00 Game Over State 00:04:00 Section 05: Game Logic Pipe Class Setup 00:08:00 Spawn Moving Pipes 00:11:00 Automatically Spawning Pipes and Deleting Them 00:08:00 Create Moving Ground 00:14:00 Randomise Pipe Y Position 00:06:00 Bird Class Setup 00:10:00 Animating the Bird 00:08:00 Fly Bird Fly 00:11:00 Rotate Bird 00:06:00 Collision with the Ground & Game State System 00:15:00 Collision with the Pipes 00:09:00 Flash Screen White upon Death 00:12:00 Scoring System 00:15:00 Displaying the Score 00:18:00 Section 06: Game Over Setup 00:16:00 Display Score 00:08:00 Saving Score 00:06:00 Medals 00:08:00 Section 07: Extras Sound Effects 00:08:00 Hide Console on Windows 00:01:00 Distributing Your Game on Windows 00:03:00 Where to Go Next? 00:07:00 Section 08: Resource Resource - Flappy Bird Clone: SFML C++ Game Course 00:00:00 Assignment Assignment - Flappy Bird Clone: SFML C++ Game Course 00:00:00

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Register on the Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku 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 an e-certificate as proof of your course completion. The Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku 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 Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku Receive a 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) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. 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 Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku, 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 Unit 01: Introduction Introduction 00:06:00 Unit 02: Environment Configuration Module 01: Setup a PHP Environment using XAMPP 00:16:00 Module 02: Install Composer Package Manager 00:03:00 Module 03: Visual Studio Code - Web Development Add ons 00:12:00 Module 04: Create a GitHub Account 00:13:00 Module 05: Create a Heroku Account 00:08:00 Unit 03: PHP Basics and Syntax Module 01: How PHP Works 00:29:00 Module 02: IFELSE Statements 00:19:00 Module 03: Switch Statements 00:09:00 Module 04: FOR Loop 00:10:00 Module 05: WHILE AND DOWHILE Loops 00:14:00 Module 06: PHP Arrays and Manipulation 00:13:00 Module 07: String Manipulation Functions 00:28:00 Module 08: Date and Time Manipulation Functions 00:15:00 Module 09: User Defined Functions 00:22:00 Module 10: PHP Include and Require 00:22:00 Module 11: PHP Website Layout - With Bootstrap 00:23:00 Module 12: Add Project to Github 00:08:00 Module 13: Publish Website to Heroku 00:20:00 Unit 04: PHP Forms and MySQL and User Authentication Module 01: Project and Website Setup 00:21:00 Module 02: Create a Bootstrap 4 Form 00:28:00 Module 03: PHP Form - $_GET Action 00:23:00 Module 04: PHP Form - $_POST Action 00:11:00 Module 05: Design Database with phpMyAdmin 00:19:00 Module 06: Connect to Database using PHP PDO 00:18:00 Module 07: Save Records to Database 00:38:00 Module 08: View Database Records 00:36:00 Module 09: View One Record's Details 00:28:00 Module 10: Update Database Records 00:34:00 Module 11: Delete Database Records 00:11:00 Module 12: Final Touches: Form Validation, Error Messages, Success Messages 00:17:00 Module 13: Create Heroku App and Remote Database 00:21:00 Module 14: Setup Authentication Tables in Database 00:20:00 Module 15: Setup Login and Authentication 00:29:00 Module 16: Control User Access 00:08:00 Module 17: Sending Confirmation Emails 00:31:00 Module 18: Upload Profile Pictures 00:31:00 Module 19: Final Touches 00:14:00 Resources Resources - Modern PHP Web Development w/ MySQL GitHub & Heroku 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.

Register on the Modern OpenGL 3D Game 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 an e-certificate as proof of your course completion. The Modern OpenGL 3D Game 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 Modern OpenGL 3D Game Receive a 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) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. 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 Modern OpenGL 3D Game, 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 00:02:00 Section 02: Setup GLFW & GLEW Windows (Absolute Linking) Setup 00:25:00 GLFW & GLEW Windows (Relative Linking) Setup 00:26:00 GLFW & GLEW Mac Setup 00:20:00 SDL & GLEW Windows (Absolute Linking) Setup 00:29:00 SDL & GLEW Windows (Relative Linking) Setup 00:24:00 SDL & GLEW Mac Setup 00:19:00 SFML & GLEW Windows (Absolute Linking) Setup 00:21:00 SFML & GLEW Windows (Relative Linking) Setup 00:23:00 SFML & GLEW Mac Setup 00:18:00 GLM Windows Setup 00:05:00 SOIL Windows Setup 00:14:00 Section 03: Getting Started Drawing a Triangle 00:29:00 Shader Files 00:22:00 Textures 00:36:00 Transformations 00:13:00 Projections and Coordinate Systems 00:32:00 Camera 01:15:00 Section 04: Lighting Colours 00:26:00 Basic Lighting 00:30:00 Materials 00:25:00 Lighting Maps 00:28:00 Directional Lights 00:15:00 Point Lights 00:15:00 Spot Light 00:17:00 Combining Directional, Point and Spot Lights 00:44:00 Section 05: Model Loading Assimp Windows Setup 00:11:00 Assimp Mac Setup and Mesh Class 00:36:00 Assimp Model Class & Loading a Model 00:56:00 Section 06: Advanced Cubemapping/Skybox 00:32:00 Section 07: Resource Resource 00:00:00 Assignment Assignment - Modern OpenGL 3D Game 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.

Register on the Bootstrap 4 Responsive Web Development 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 Bootstrap 4 Responsive Web Development course 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 Bootstrap 4 Responsive Web Development Receive a 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) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification 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 Bootstrap 4 Responsive Web Development, 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 This Bootstrap Course 00:04:00 Setting up A Project 00:05:00 Section 02: Grid System Introduction to the Grid System 00:06:00 More Grid Sizes 00:08:00 Varying Grid Sizes 00:10:00 Offsetting Columns 00:05:00 Multiple Rows 00:03:00 Nesting Columns 00:08:00 Ordering Columns 00:05:00 Section 03: Media Objects Introduction to Media Objects 00:06:00 Nesting Media Objects 00:03:00 Media Object Alignment 00:02:00 Section 04: Buttons Introduction to Buttons 00:10:00 Button Groups 00:05:00 Checkbox Buttons 00:05:00 Radio Buttons 00:06:00 Button Dropdown 00:10:00 Section 05: Cool Bootstrap Features Input Groups 00:05:00 Jumbotron 00:05:00 Labels 00:06:00 Alerts 00:06:00 Section 06: Cards Introduction to Cards 00:06:00 More Card Content Types 00:03:00 Card Text Alignment 00:02:00 Cards Header & Footer 00:03:00 Card Image Caps 00:02:00 Card Image Overlay 00:02:00 Inverting Cards 00:03:00 Card Background Variants 00:03:00 Card Groups 00:02:00 Card Decks 00:03:00 Card Columns 00:06:00 Section 07: Navigation Base Nav 00:03:00 Nav Tab & Pills 00:04:00 Nav Dropdowns 00:05:00 Nav Tab Panes 00:07:00 Navbar 00:07:00 Navbar Color Schemes 00:03:00 Navbar Placement 00:04:00 Navbar Collapsible Content 00:04:00 Responsive Navbar 00:05:00 Section 08: Extras Breadcrumb 00:04:00 Pagination 00:07:00 Pager 00:04:00 Progress 00:07:00 List Groups 00:04:00 Advanced List Groups 00:06:00 Modals 00:13:00 Tooltips 00:06:00 Popovers 00:07:00 Collapse 00:04:00 Accordion Collapse 00:09:00 Carousel 00:10:00 Section 09: Resource Resource 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.

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. 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