What is Machine Learning for Beginners

A 12-week, 26-lesson curriculum by Microsoft introducing classic machine learning using Scikit-learn, focusing on hands-on projects and quizzes.

Top Features

• 12-week curriculum with 26 lessons.
  
• Hands-on, project-based learning.
  
• Pre- and post-lesson quizzes for retention.
  
• Lessons available in Python and R.
  
• Includes video walkthroughs and offline access.
  
• Real-world applications and cultural themes.
  
• Step-by-step project guides and assignments.
  
• Supplemental reading and knowledge checks.
  
• Contributions from Microsoft Cloud Advocates and Student Ambassadors.
  
• Flexible for self-paced or group learning.
  

Pricing

Free. The curriculum is openly available on GitHub and Microsoft Learn.

FAQs

• How do I start? Fork and clone the GitHub repository.
  
• Are there video lessons? Yes, available on Microsoft Developer YouTube.
  
• Can I access lessons offline? Yes, using Docsify.
  
• Are quizzes included? Yes, 52 quizzes with three questions each.
  
• Can I contribute? Yes, translations and feedback are welcome.
  
• Is deep learning covered? No, focus is on classic ML; deep learning is in AI for Beginners.
  
• Are there PDFs? Yes, downloadable PDFs are available.
  
• What languages are supported? Primarily Python, with some lessons in R.
  
• Is this for beginners? Yes, designed for those new to machine learning.
  
• Are there real-world applications? Yes, postscript lessons cover practical ML scenarios.