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AI & ML
Math for CS & ML
Discrete math, linear algebra and statistics: the math behind algorithms and ML.
Essence of Linear Algebra
3Blue1Brown, 16 videos, English
Vectors and matrices as geometry; you will never see them the same way again.
3 picks, in suggested order
More in AI & ML
Machine Learning
Regression, classification, trees, ensembles and the full ML workflow.
CampusX, StatQuest with Josh Starmer
2 playlists240 videosEnglishHindi
Deep Learning
Neural networks, backpropagation, CNNs and transformers, from intuition to code.
3Blue1Brown, Andrej Karpathy, CampusX, Stanford Engineering
4 playlists120 videosEnglishHindi
Generative AI & LLM Apps
Build with LLMs: retrieval-augmented generation (RAG), agents and evaluation.
CampusX, Abhishek Veeramalla
3 playlists53 videosEnglishHindi