The slids and exercise of Andrew Ng's machine learning course on Coursera. This course is good enough for beginner, which includes mainly 13 basic parts about machine learning.
- Linear Regresssion
- Logistic Resgresssion
- Regualarization
- Nueral Networks
- Advice For Machine Learning
- Machine Learning System Design
- Support Vector Machine
- Unsupervised Learning
- Dimensionality Reduction
- Anomaly Detection
- Recommender Systems
- Large Scale Machine Learning
- Application Example: Photo OCR