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- Classification
- Gradient descent
- Regression
- Neural networks
- Support vector machines
- Clustering
- Dimensionality reduction
- Anomaly detection
- Recommender systems
Programming Paradigms (taught by Jerry Cain at Stanford)
- c++
- STL
- Python
RoboticsCourseware.org
Developed by Dr. Aaron Dollar and his team at Yale University. Take a look here