shantanu-ai/deep-learning-resources
Resources needed to start deep learning research. ML/DL/CV/NLP/ML-SYS/RL/Graphs/Maths/Med image lecture videos from professors at esteemed universities.
This is a curated collection of lecture videos from top universities covering the foundational math, programming, and advanced concepts needed to understand deep learning. It brings together video courses on topics like linear algebra, probability, optimization, and specialized areas such as computer vision, natural language processing, and medical imaging. Researchers, students, or practitioners looking to upskill in AI and deep learning can use this to find structured learning paths.
Use this if you are a researcher or student looking for free, high-quality university lecture videos to learn deep learning, from foundational math to advanced topics.
Not ideal if you prefer interactive courses, text-based learning, or are looking for practical, project-based tutorials rather than academic lectures.
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Nov 28, 2025
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