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