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