Coursera Course on ML(implementations at /~https://github.com/mohitiitb/ML-coursera):-
- Implementing Linear Regression
- Implementing Logistic Regression
- Softmax Regression
- Nearest Neighbour
- Study of Statistics and Probablity Distribution.
- Bernouli Distribution
- Gaussian Distribution
- Poisson Distribution
- Chi Distribution
- Implementation of PCA
- Study of Eigenfaces and Fisherfaces.
- Implementation of Eigenfaces.