Syllabus List
- Advice for Applying Machine Learning
- Anomaly Detection
- Application Example: Photo OCR
- Dimensionality Reduction
- Large Scale Machine Learning
- Linear Algebra Review
- Linear Regression with Multiple Variables
- Linear Regression with One Variable
- Logistic Regression
- Machine Learning System Design
- Neural Networks: Learning
- Neural Networks: Representation
- Octave/Matlab Tutorial
- Recommender Systems
- Regularization
- Support Vector Machines
