ML Courses & Books
- CS 886: Recent Advances on Foundation Models
- UNIGE 14x050 – Deep Learning
- KAIST CS479 Machine Learning for 3D Data (Fall 2023) - YouTube
- EfficientML.ai Course | 2024 Fall | MIT 6.5940 - YouTube
- EfficientML.ai Course | 2023 Fall | MIT 6.5940 - YouTube
- CMU Fall 2023 Multimodal Machine Learning course (11-777) - YouTube
- Stanford CS330: Deep Multi-Task & Meta Learning I Autumn 2021I Professor Chelsea Finn - YouTube
- Lecture: Introduction to Deep Learning (Prof. D. Cremers) - YouTube
CV
RL
- Stanford CS234 I Reinforcement Learning I Spring 2024 I Emma Brunskill - YouTube
- Princeton University Lectures - Foundations of Reinforcement Learning - YouTube
NLP
- Stanford CS224N: Natural Language Processing with Deep Learning | 2023 - YouTube
- CMU Advanced NLP Fall 2024 - YouTube
Audio
Math
- Probability Bootcamp - YouTube
- Engineering Math: Vector Calculus and Partial Differential Equations - YouTube
- Introduction to Statistics and Data Analysis - YouTube