Software Engineering
Coding
- Dynamic Programming - Abdul Bari
Systems
- CMU Database Group
- MIT 6.172: Performance Engineering of Software Systems
- MLSys Seminars - Stanford
- System Design 101 - ByteByteGo
Math
Linear Algebra
- Computational Linear Algebra - Rachel Thomas
- Linear Algebra Done Right - Sheldon Axler
- Essence of Calculus - 3Blue1Brown
- Essence of Linear Algebra - 3Blue1Brown
Machine Learning
Deep Learning
- Optimization Algorithms - Constantine Caramanis
- Practical Deep Learning for Coders - Jeremy Howard
- Neural Networks: Zero to Hero - Andrej Karpathy
- Paper Walkthroughs - Neel Nanda
- Gradient Dissent
- Deep Papers
Natural Language Processing
- UT Austin CS388: NLP - Greg Durrett
- Stanford CS224N: NLP with Deep Learning
- Stanford CS25: Transformers United
- fast.ai Code-First Intro to NLP
Reinforcement Learning
Startups
- How to Start a Startup - YCombinator
- Qualia Mastery - QRI