Introduction to Machine Learning - Projects

Assignment 1 - Assortment of task including linear and non-linear regression, clustering, estimating the generalization error and feature selection.

Assignment 2 - Implementation of a MLP recommender system which recommends films based on various user features. Features a manual implementation of a neural network with custom activation function in Python, for solving the regression problem.

Assignment 3 - Deconstruction of images of celebrities via PCA and Autoencoders and reconstruction of the images via a logistic regression classifier.