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
- A few useful things to know about machine learning
- Deep Learning: An overview
- AlexNet, Inception Net, & ResNet notes and slides
- Word2Vec meeting slides