DS.CFx Capstone Exam in Statistics and Data Science

6.431x Probability - The Science of Uncertainty and Data

• MIT OCW course 6.041/6.431 with practice exams/solutions and lecture notes
• 6.431x course notes by David Khachatrian
• Probability Cheatsheet v2.0 by William Chen, Joe Blitzstein, et al
• 6.431x Probability Cheatsheet by Janus Advincula

6.86x Machine Learning with Python: from Linear Models to Deep Learning

• MIT OCW course 6.867 with practice exams/solutions and lecture notes
• 6.86x course notes by David Khachatrian
• 6.86x Machine Learning Cheatsheet by Janus Advincula

18.6501x Fundamentals of Statistics

• MIT OCW course 18.650 with practice exams/solutions and lecture notes
• 18.6501x course notes by David Khachatrian
• 18.6501x Statistics Cheatsheet by Janus Advincula

6.419x Data Analysis: Statistical Modeling and Computation in Applications

14.310x Data Analysis for Social Scientists

• 14.310x course notes by David Khachatrian
• 14.310x Data Analysis Cheatsheet by Janus Advincula