- Python Basics
- Reading a dataset from a textfile
- Nearest Neighbor Classifier
- Nearest Mean Classifier
- Numpy Implementations
- Plotting and Performance
- Acceleration by using Numpy
- Broadcasting
- Scipy
- Scikit-learn
- Matplotlib
- Advanced Numpy
- Scatter plot of Clusters
- Matrix Applications
- Sampling
- Non-uniform Transition Probabilities
- Simulation for multiple Particles
- Markov-Chain