Projects & Initiatives

The projects and reading groups you can join this term.

Transformer Project

Advanced · led by Yuchen Wang

Replicate the GPT-2 transformer architecture and build it into a personal project.

Beginner · led by David Smith

Replicate a CNN architecture from scratch and build it into a personal project.

Open, show up any week · led by Omkar Nayak

Earn certifications from DeepLearning.AI in a drop-in format.

Open, show up any week · led by Alexander Bowler

Paper and machine learning news discussion, from new models to applications to regulation, with optional presentations.

New initiatives incoming

We're putting together this term's projects and reading groups. Join the Slack to hear about them first.

Material from the discussion group's Winter 2021 lesson series: slides, notebooks, and recordings, as the group posted them.

Classification with Logistic Regression
Slides Colab notebook Linear algebra primer Python basics (Kaggle)
Regression, Part 1 (Theory and Implementation)
Slides Colab notebook Recording (Zoom)
Regression, Part 2 (Application)
Colab notebook
Convolutional Neural Networks
Slides (CNNs)Slides (neural networks)
Introduction and Basics of Deep Learning
Slides Recording
Computer Vision
Slides Recording
Natural Language Processing
Slides Recording
Unsupervised Learning
Slides Recording
Ethics
Slides Recording
Lightning Round: Assorted AI Topics
Slides Recording