README.md

Introduction To Machine Learning

This repository contains assignments completed a part of Introduction To Machine Learnign course at University at Buffalo

Project 1

Implemented Logistic Regression Classifier from Scratch (Dataset: Breast Cancer Dataset)

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Project 2

Implemented Neural Networks from Scratch (Dataset: Fashion MNIST)

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Project 3

Clustering using K-Means and Gaussian Mixture Models augmented by Deep Auto Encoders (Dataset: Fashion MNIST)

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Project 4

Solved 4x4 Grid Environment using Q-Learning Algorithm from Scratch

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