Maths Reminder And Notes

Generale

• Computational Statistics in Python

Algebra

• Singular Matrix
• Eigenvalues, eigenvectors and eigendecomposition
• Singular Value Decomposition Part 2: Theorem, Proof, Algorithm

Statistics

• Probability Cheatsheet
• Statistics Done Wrong
• Introduction to Data Science and Visualization
• Introduction to Statistics with python
• Specific Topics
  • Maximum Likelihood Estimation
  • A tutorial introduction to the minimum description length principle
  • EM algorithm
• Networks Demystified 3: The Power Law Rant
• Math Programming