Machine-Learning-Course

Contains codes, results and reports of the following ===>

HW -1 : Data Exploration, KNN, Bayes Classifier, Naive Baye's

Hw-2: Linear Regression, Polynomial Regression, Optimization

Hw-3: Bayes Classification , separable and non-separable Data

Hw-4: Cross Validation, Decision Tree, Random Forest

HW-5: PCA, SVD, eigenfaces

Project- MARS MCMC, Random Forest Models on Rain Prediction Data.