Machine Learning for Beginnershttps://microsoft.github.io/ML-For-Beginners/

Machine Learning for Beginners

🌟 Exciting news! 🚀 Dive into the world of #MachineLearning with this beginner-friendly tool! Master classic ML techniques through hands-on projects, real-world scenarios, and more. Get ready to level up your ML skills! 🤖💡 #AI #ScikitLearn #GenerativeAI

  • New curriculum announcement on Generative AI is released.
  • Curriculum focuses on classic machine learning using Scikit-learn, not deep learning.
  • Lessons include PDFs, quizzes, assignments, and more.
  • Authors and illustrators listed for attribution.
  • Pedagogy emphasizes project-based learning and frequent quizzes.
  • Lessons cover regression, classification, clustering, NLP, time series forecasting, and reinforcement learning.
  • Microsoft Student Ambassadors and authors contribute to the curriculum.
  • Real-world ML scenarios and model debugging included.
  • Instructions provided for offline access using Docsify and PDF resources.
  • Call for translations contributions and mention of other related curricula produced by the team.