Dean's List

Curated AI & Tech Resources

A carefully curated collection of essential learning materials

Books

Ian Goodfellow, Yoshua Bengio, Aaron Courville

Hands-On Machine Learning

Aurélien Géron

Mazes for Programmers

Build Your Own 3D Renderer

Michael W. Lucas

Crafting Interpreters

Game Programming Patterns

Courses

CS50's Introduction to AI with Python

Harvard University

Fast.ai Practical Deep Learning

Gilbert Strang's Linear Algebra

MIT OpenCourseWare

Anthropic Academy

AI safety and engineering courses

Videos & Channels

Visual mathematics and neural networks

Andrej Karpathy

Deep learning tutorials from first principles

IT and networking tutorials

Articles & Papers

Attention Is All You Need

Transformer architecture paper

The Illustrated Transformer

Jay Alammar's visual guide

Tools & Products

Deep learning framework

Jupyter Notebooks

Interactive computing environment

Fine-tuning for LLMs

ML models and datasets

Data analysis library

Data visualization library

Statistical data visualization

Numerical computing library

Scientific computing library

Weights & Biases

ML experiment tracking

LLM application framework

Machine learning library

LLMs

OpenAI's chatbot

Anthropic's chatbot

Google's chatbot

Mistral AI's chatbot

Enterprise AI platform

AI-powered search assistant

AI Hardware

Branch Education

GPU computing platform

NVIDIA Deep Learning SDK

DL libraries and documentation

GPU specs and cloud pricing

Tim Dett's Blog

GPU buying guides for deep learning

SLURM Documentation

Cluster job scheduler

Vector Databases

AI-native embedding database

Great Websites

Julia Evans - WizardZines

Zines and blog about programming