These are the projects i have done for the machine learning course, provided by stanford university for free. Course Link - coursera page for machine learning
there are 8 projects, covering a vast area of machine learning descipline. each projects is done in Matlab.
here is a list of all projects:
- Linear Regression
- Logistic Regression
- Neural Networks Representation + multi class Logistic Regression
- Neural Networks Learning : Backpropagation algorithm
- Machine Learning System Design
- Support Vector Machines
- Unsupervised Learning (K-means) + Dimensionality Reduction (PCA)
- Anomaly Detection + Recommender Systems
feel free to use these codes as a reference, when you hit a dead-end. please do not copy the solutions directly and
respect the honor code.
All Done By:
- Seyed Hamid Reza Roodabeh