This repo contains the exercises for the Machine Learning on Coursera (by Stanford University). The upload serves as a proof of achievement as part of my coding resume. If you are a current student in the course, don't copy and go do the exercises by yourself ;)
- Ex.1: Linear Regression
- Ex.2: Logistic Regression
- Ex.3: Multi-class classification
- Ex.4: Neural Networks
- Ex.5: Regularization & Bias vs. Variance
- Ex.6: Support Vector Machines
- Ex.7: K-means Clustering & Principal Component Analysis
- Ex.8: Anomaly Detection & Recommender Systems