Recent DiscussionsNewest TopicsMost LikesSolutionsMicrosoft Open Source Curriculum Academic Content GitHub https://github.com/microsoft/AcademicContent/blob/main/curricula.md Title Description Web Development for Beginners, 24 lessons A curriculum with 24 lessons, assignments and five projects to build. Covers HTML, CSS and JavaScript. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning Machine Learning for Beginners, 25 lessons A curriculum with 25 lessons with assignments covering classic Machine Learning primarily using Scikit-learn. Covers Regression, Classification, Clustering, NLP, Time Series Forecasting, and Reinforcement Learning, with two Applied ML lessons. Also includes 52 Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning IoT for Beginners, 24 lessons A curriculum with 24 lessons with assignments all about the Internet of Things. The projects cover the journey of food from farm to table. This includes farming, logistics, manufacturing, retail and consumer - all popular industry areas for IoT devices. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning Data Science for Beginners, 20 lessons A curriculum with 20 lessons with assignments all about Data Science. Lessons cover the data science lifecycle from definition to deployment. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning AI for Beginners, 24 lessons A curriculum with 24 lessons with assignments all about Artificial Intelligence. Lessons cover AI topics such as neural networks using frameworks such as TensorFlow and PyTorch. Also includes Pre- and Post- Quizzes. Made with teachers and students in mind, or as self paced learning
Recent Blog ArticlesMost RecentMost LikesStep-by-Step: Setting Up GitHub Student and GitHub Copilot as an Authenticated Student Developer To become an authenticated GitHub Student Developer, follow these steps: create a GitHub account, verify student status through a school email or contact GitHub support, sign up for the student devel...Kickoff the 2025 Imagine Cup: Unleash Your Innovation Potential! Get ready to embark on an exciting journey with the 2025 Imagine Cup! :party_popper: Join us live to celebrate the launch of the new season and discover Microsoft’s premier global technology competit...Unlocking Future Skills with Microsoft Learning Hubs In today’s fast-paced world, staying ahead means continuously evolving your skills. Discover how Microsoft’s Learning Hubs are revolutionizing education and skllling. Explore how Microsoft is empower...Unlocking the Power of Responsible AI with Microsoft Azure Explore Microsoft’s cutting-edge responsible AI capabilities with Azure AI products. Learn about Azure AI Content Safety, including prompt shields, custom categories, and groundedness detection. Acce...A better Phi Family is coming - multi-language support, better vision, intelligence MOEs After the release of Phi-3 at Microsoft Build 2024, it has received different attention, especially the application of Phi-3-mini and Phi-3-vision on edge devices. In the June upd...GitHub Model Catalog - Getting Started Welcome toGitHub Models! We've got everything fired up and ready for you to explore AI Models hosted on Azure AI. Unlocking the Potential of Phi-3 and C# in AI Development Unlocking the Potential of Phi-3 and C# in AI Development: A Must-Attend Session for Technical Students Are you a technical student eager to dive into the world of AI and software development? Look...DevOps in the era of Generative AI: Foundations of LLMOps Spotlight on AI in your DevOps Lifecycle Explore the transformative power of artificial intelligence in DevOps with our comprehensive series, "Spotlight on AI in Your DevOps Lifecycle." This ...Getting Started Using Phi-3-mini-4k-instruct-onnx for Text Generation with NLP Techniques In this tutorial, we'll cover how to use the Phi-3 mini models for text generation using NLP techniques. Whether you're a beginner or an experienced AI developer, you'll learn how to download ...Small Language Models with Phi-3 Cookbook: A Guide Are you interested in learning about small language models and how they can be used to generate text, images, and more? Look no further than the Phi-3 cookbook! In this guide, we will explore ...
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