Machine Learning

  • Personal repository which goes through the mathematics of machine learning and translated into code.

Content

  • Statistics
    • R Squared
    • Multicollinearity
    • Hypotheses testing (T test, P value, Correlation, Anova)
    • Linear regression
    • Ridge regression
    • Lasso regression
  • Calculus
    • Gradient descent
  • Linear algebra
  • Probability