Learning Statistics

Using Right now:

• All of Statistics (Book)
• Mathematics for Machine Learning (Book)(GREAT BOOK based on the few pages on SVM that I read)
• StatQuest (Youtube)
• Joe Blitzstein Lectures (Harvard)
• Joe Blitzstein / Jessica Hwang Book

  Resources to use:

• Seeing Theory
• Probabilistic World Blog
• Stats 110x Blitzstein
• StatQuest
• 3Blue1Brown Probability
• Statistical for the 21st century
• r2d3 visual intro to ML
• Brandon Foltz Youtube
• Joe Blitzstein lectures youtube
• Boundless Statistics
• Statistics stackexchange
• Visualization Maximum Likelihood Estimation

Books:

• All of Statistics Larry Wasserman
• Mathematics for Machine Learning - Deisenroth et al.
• Statitics in a Nutshell - Boslaugh
• Statistics - Freeman et al.
• Mathematical Statistics with Applications - Dennis-Wackerly
• Introduction to Probability - Bertsekas and Tsitsiklis
• Intuitive Introductory statistics - Wolfe and Schneider (Supports Idea of pie charts wtf.. idk about this)
• Introduction to Statistical Learning - Hastie, Tibshirani
• Joe Blitzstein / Jessica Hwang Book
• Elements of Statistical Learning - Hastie, Tibshirani