Machine learning model development from scratch. KNN, Decision Tree, linear regression, perceptron, PCA, random forest
HW1: KNN
HW2: Decision Tree
HW3: Linear regression with Stochastic Gradient Descent (SGD)
HW4: Perceptron to classify Spam and Ham Emails
HW5: PCA and Random Forest for wine quality feature selection
