Exercise solutions for Andrew Ng's Stanford University/Coursera Machine Learning course (https://www.coursera.org/learn/machine-learning/).
All solutions are written in MATLAB.
- Linear Regression
- Logistic Regression
- Multi-class Classification and Neural Networks
- Neural Network Learning
- Regularized Linear Regression and Bias/Variance
- Support Vector Machines (SVM)
- K-Means Clustering and Principal Component Analysis (PCA)
- Anomaly Detection and Recommender Systems