Machine Learning
Theorical Background
- Types of Machine Learning
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Self Learning
- Feature Learning
- Sparse Dictionary Learning
- Anomaly Detection
- Association Rules
- Two Supervised Learning Methods
- Regression
- Classification
- Empirical Risk Minimization
- Loss and Risk Functions
- Algorithms