These are the programming assignments from Coursera's Machine Learning course taught by Andrew Ng.
Include:
- Linear Regression (one variable and multiple variables)
- Logistic Regression & Regularization
- Multi-class Classification and Neural Networks
- Neural Network Learning
- Regularized Linear Regression and Bias/Variance
- Support Vector Machines
- K-Means Clustering and PCA
- Anomaly Detection and Recommender Systems
For more information, please visit: https://class.coursera.org/ml/lecture/preview