Microsoft Offers Free GitHub Courses to Learn AI and ML

Microsoft offers free GitHub courses covering AI, data science, machine learning and generative AI, giving students and beginners access to structured lessons, coding exercises, quizzes and projects.

Microsoft is offering a range of free beginner-friendly courses through GitHub covering artificial intelligence, data science, machine learning and generative AI. The resources are designed to help students, beginners and aspiring technology professionals build foundational skills through structured lessons and practical exercises.

The learning resources are available as open-source curricula on Microsoft’s GitHub repositories. They cover different stages of technical learning, allowing users to begin with fundamental concepts before progressing to more specialised areas of AI and machine learning.

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One of the offerings is Data Science for Beginners, which introduces learners to core areas such as data ethics, statistics, probability, data preparation, visualisation and analysis. The curriculum is structured around lessons, quizzes, assignments and practical exercises, providing learners with a foundation in the data science workflow.

Microsoft also provides Machine Learning for Beginners, a 12-week curriculum comprising 26 lessons. It covers classical machine learning concepts including regression, classification, clustering, natural language processing and time-series forecasting. The course primarily uses Python and Scikit-learn and includes quizzes, assignments, challenges and project-based activities.

For learners seeking broader AI knowledge, Microsoft's Artificial Intelligence for Beginners curriculum covers areas including neural networks, computer vision, natural language processing, deep learning and reinforcement learning. The broader Microsoft learning resources also extend into generative AI, large language models and emerging AI development techniques.

The GitHub-based format gives learners access to course material, code examples, exercises and supporting resources. The Machine Learning for Beginners curriculum, for instance, can be completed by forking the repository and working through the lessons and assignments. Microsoft also provides multilingual versions of the material, expanding accessibility for learners in different regions.

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The courses come as demand for AI and data-related skills continues to grow across education and industry. By making structured learning material freely accessible through GitHub, Microsoft provides students and beginners with resources to develop technical foundations and gain practical exposure to AI, data science and machine learning.