*Top 10 YouTube channels to learn AI from scratch:* 1) *Andrej Karpathy* - a blend of general and technical content, Zero to Hero playlist is a must-watch youtube.com/andrejkarpathy 2) *Umar Jamil* - highly technical, implements ML and LLM techniques from scratch youtube.com/@umarjamilai 3) *Simon Oz* - technical low-level machine learning videos youtube.com/@szymonozog7862 4) *Tunadorable* - paper review, implementation, triton youtube.com/@Tunadorable 5) *GPU Mode* - technical interviews and walkthroughs about anything related to GPUs youtube.com/@GPUMODE 6) *AI Jason* - AI experiments, software design, and new techniques beautifully explained youtube.com/@AIJasonZ 7) *Ferdinand Mom* - everything related to distributed training & inference youtube.com/@FerdinandMom 8) *Welch Labs* - unique in-depth look at machine learning complexities like nobody else youtube.com/@WelchLabsVideo 9) *Artem Kirsanov* - neuroscience and machine learning from a different look, great visuals youtube.com/@ArtemKirsanov 10) *David Ondrej* - new models, building apps with AI, practical for developers youtube.com/@DavidOndrej