8 Microsoft free Github Courses
In this article, we are going to explore 8 different Microsoft Github hosted courses for machine learning and AI.
- ML for Beginners
- Data Science for Beginners
- Generative AI for Beginners
- AI for Beginners
- Web Dev for Beginners
- IoT for Beginners
- XR Development for Beginners
- Mastering GitHub Copilot for AI Paired Programming
You can get a mentor/tutor who help you go over the material through a specialization:
AI/Robotics specialization
First choose from 10 hours from different levels. Then choose your first session time. The next 10 sessions are in the following week at the same time.
Machine learning specialization
Mentored sessions for hacking machine learning/data science questions. Please book your first session.
AI for Beginners: This course is designed to introduce you to the basics of artificial intelligence, including symbolic AI, neural networks, computer vision, natural language processing, and more. You will learn through hands-on lessons, quizzes, and labs using TensorFlow and PyTorch frameworks. This course is perfect for beginners who want to explore the world of AI and its applications.
Data Science for Beginners: This course is a comprehensive guide to data science, covering topics such as data analysis, data visualization, machine learning, statistics, and more. You will learn through 24 lessons that include pre-lecture and post-lecture quizzes, written instructions, solutions, and assignments. You will also work on real-world projects using Python and various data science tools. This course is ideal for beginners who want to learn data science skills and concepts
Generative AI for Beginners: This course teaches you how to build generative AI applications using prompt engineering techniques and state-of-the-art models such as GPT-3 and DALL-E. You will learn through 12 lessons that cover topics such as text generation, image generation, chat applications, search applications, low-code AI applications, and more. You will also create your own generative AI startup using Microsoft Azure services. This course is suitable for beginners who want to get started with generative AI development
Web Dev for Beginners: This course covers the fundamentals of web development with HTML, CSS, and JavaScript. You will learn through 24 lessons that include pre-lecture quizzes and post-lecture quizzes. You will also work on projects such as terrariums, browser extensions, space games, and more. You will use Visual Studio Code as your editor and GitHub Codespaces as your development environment. This course is great for beginners who want to learn web development skills and tools
XR Development for Beginners: This course introduces you to extended reality (XR) development using Unity and OpenXR standards. You will learn through 8 lessons that cover topics such as XR concepts, XR devices, XR interactions, XR assets creation, XR app development workflow, XR app deployment process, XR app design principles, XR app testing methods, etc. This course is excellent for beginners who want to learn XR development concepts and practices.
Mastering GitHub Copilot for AI Paired Programming: This course teaches you how to use GitHub Copilot, an AI-powered coding assistant that helps you write better code faster. You will learn through 6 lessons that cover topics such as GitHub Copilot features, GitHub Copilot installation, GitHub Copilot usage tips, GitHub Copilot paired programming workflow, GitHub Copilot paired programming best practices, etc. This course is amazing for beginners who want to master GitHub Copilot and improve their coding skills with an AI partner.
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