This repository consists of all the programming assignment solutions (programming language: Octvae/MATLAB) of Machine learning cousre offered by Stanford university on Coursera (instructor- Andrew Ng). Assignments are based on problems regarding:
- Linear regression with one and multiple variables.
- Logistic regression (regularization).
- Neural Networks.
- Support vector machines.
- Dimesionality reduction (k-means and PCA algorithms).
- Anamoly detection and recommender systems.