Our Machine Learning Resources

Here, you’ll find all of ACM AI’s content over the years, including code, blog posts, notes, and slides. Enjoy!

Fall 2018

Beginner Track

Workshop #1: Intro to ML

Workshop #2: Math and Coding Overview

Workshop #3: Linear Regression

Workshop #4: Linear Regression: Code

Advanced Track

Workshop #1: ML Review + Neural Networks

Workshop #2: Neural Networks

Workshop #3: Neural Networks: Code

Spring 2018

Linear Regression

Logistic Regression

Pandas & Kaggle Hack Session

Intro to Neural Networks with Tensorflow

More on Neural Networks

Convolutional Neural Networks

Recurrent Neural Networks with Tensorflow

Generative Adversarial Networks

Autoencoders

Research Paper Reviews

General