Applied Machine Learning

Assignments from W207 - UC Berkeley Spring 2019

Assignment 01: MNDIST Database

In this assignment we're using the MNIST Digit Database for training a kNN and Naive Bayes Classifiers

Assignment 02: Topic Classification (Text Data)

In this assignment we're using the fetch_20newsgroup Database from scikit-learn for training several classifier, special attention to logistic regression with L2 regularization

Assigment 03: Poisonous Mushrooms

In this assigment we're using dimensionality reduction for better visualization. Also, doing kMeans and GMM clustering for projected data.