Probability, Statistics and ML

• Statistical Learning (Stanford online)
• http://www.jerrydallal.com/LHSP/LHSP.htm
• immersive linear algebra
• Machine Learning and AI
• Probability Theory (MIT — Prof.Tsitsiklis)
• ocw.mit.edu Course 6.041/6.431 (has the authoritative links to the "David Lynch" lectures plus lots of PDFs)
• companion site (also in ocw.mit.edu) using the edX version of the videos
• the "David Lynch" lectures on youtube
• An Introduction to Statistical Learning with Applications in R
• Stanford Lagunita version of the course
textbooks used (and also another version of the course lecture videos)
• Z statistics