Applied-Machine-Learning

This repository contains various machine learning projects based on the course Applied Machine Learning at Chalmers University

Projects:

PA1: basic ML workflow and decision trees.

link to PA1

PA2: Random Forests. Primarily investigating overfitting, underfitting and variable importance in RF models.

link to PA2

PA3: Using a naive Bayes classifier to classify restaurant reviews as either positive or negative.

link to PA3

PA4: Implementing linear classifiers.

link to PA4

PA5: Building and trainings CNN's for image classification. Using TensorFlow and Keras.

link to PA5