Machine-Learning

Logistic Regression

Classified type of cancer using logistic regression with gradient descent

Neural Networks

Classified fashion MNIST data into 10 classes using neural network

Clustering - Unsupervised Learning

Classified fashion MNIST dataset into 10 classes using : a) K-Nearest Neighbour b) Gaussian Mixture Model

Reinforcement learning - Q learning

Trained the Grid world agent using Q-Learning algorithm