Documents & Resources

Mathematics

Probability

• Probability Cheatsheet
• Probability Summary MIT
• Probability Selected Summary Material MIT
• Problems – General Principles
• Problems – Conditional probabilities, Bayes Rule
• Problems – PMFs (1)
• Problems – PMFs (2)
• Problems – Conditional PMFs
• Problems – PDFs
• Problems – Joint PDFs
• Problems – Conditional PDFs
• Problems – Discrete Random Variables

Applied Statistics

• Applied Statistics Part I
• Applied Statistics Part II
• Applied Statistics Part III

Linear Algebra

• Linear Algebra Summary

Machine learning

• Machine Learning Cheatsheet – Stanford

Python

• Python 3 cheatsheet
• Python 3 cheatsheet 2
• Django cheatsheet
• Python for Data Science cheatsheet

Git

• Git cheatsheet

Scrum

• Scrum cheatsheet