Backend server for the messaging system

An assignment where one has to predict Price of new lego set. Linear Regression will be used to train the model.

This is just a fun project for inlab and outlab

Flappy Bird game on android made with Unity2D

Implemented One-vs-All Logisitic regression for recognizing hand-written digits in the MNIST dataset Trained the neural networks using backpropagation algorithm for the task of hand-written digit recognition and achieved an accuracy of 95.3%

Implemented K-means clustering algorithm to compress an image by nearly a factor of 6 Used principal component analysis to find a low-dimensional representation of facial images

Implemented the anomaly detection technique to detect failing servers on a network and used collaborative filtering technique to develop a movie recommendation system

Implemented K-means clustering algorithm to compress an image by around a factor of 6 and used principal component analysis to find a low-dimensional representation of facial images.

Recognising Handwritten digits using neural networks and logistic regression