Topics / #microsoft-for-beginners
Microsoft-for-beginners projects on GitHub
Beginner-level learning courses covering AI, web development, and data science fundamentals.
As of , the most-starred Microsoft-for-beginners projects on GitHub are generative-ai-for-beginners (121.5K stars), Web-Dev-For-Beginners (97K stars) and ML-For-Beginners (91.5K stars). GitHub.Locker tracks 6 Microsoft-for-beginners repositories with 434.7K stars combined. The fastest-growing on October 16 was generative-ai-for-beginners, with +59 stars in a day.
Hot right now
Most stars gained in a day · Oct 16
+59generative-ai-for-beginners
microsoft/generative-ai-for-beginners · ★ 121.5KA 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building Generative AI applications, covering concepts like prompt engineering, chat apps, RAG, fine-tuning, and AI agents.
+53AI-For-Beginners
microsoft/AI-For-Beginners · ★ 69.9KA free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.
+34ML-For-Beginners
microsoft/ML-For-Beginners · ★ 91.5KA free 12-week, 26-lesson curriculum from Microsoft that teaches classic machine learning (not deep learning) using Scikit-learn, with each lesson tied to real-world data from different world cultures.
+15Data-Science-For-Beginners
microsoft/Data-Science-For-Beginners · ★ 37.6KA free 10-week, 20-lesson data science curriculum from Microsoft's Azure Cloud Advocates, built to take complete beginners from core concepts all the way to real-world projects.
The all-time top
6 projects · by stars
- 121.5K#1 · microsoft/generative-ai-for-beginners
generative-ai-for-beginners
A 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building Generative AI applications, covering concepts like prompt engineering, chat apps, RAG, fine-tuning, and AI agents.
- 97K
#2 · microsoft/Web-Dev-For-BeginnersWeb-Dev-For-Beginners
A free 12-week, 24-lesson curriculum from Microsoft Cloud Advocates that teaches web development fundamentals (HTML, CSS, JavaScript) through hands-on projects like a terrarium, a browser extension, a typing game and a space game.
- 91.5K#3 · microsoft/ML-For-Beginners
ML-For-Beginners
A free 12-week, 26-lesson curriculum from Microsoft that teaches classic machine learning (not deep learning) using Scikit-learn, with each lesson tied to real-world data from different world cultures.
- 4
AI-For-Beginners
69.9Kmicrosoft/AI-For-Beginners · Jupyter NotebookA free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.
- 5
Data-Science-For-Beginners
37.6Kmicrosoft/Data-Science-For-Beginners · Jupyter NotebookA free 10-week, 20-lesson data science curriculum from Microsoft's Azure Cloud Advocates, built to take complete beginners from core concepts all the way to real-world projects.
- 6
IoT-For-Beginners
17.1Kmicrosoft/IoT-For-Beginners · Jupyter NotebookA free, open-source 12-week curriculum of 24 lessons on IoT basics from Microsoft's Azure Cloud Advocates, taught through hands-on projects.
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