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Stanford

Stanford — Free AI Courses

CS229, CS224N, CS231N — the most-watched AI courses in the world.
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Stanford

Stanford CS229 Machine Learning

Andrew Ng's legendary Stanford ML course — supervised/unsupervised learning, learning theory, reinforcement learning.
free

Certificate: none

⏱ 45 hours

advanced
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Stanford

Stanford CS224N NLP with Deep Learning

Stanford's flagship NLP course — word vectors, transformers, attention, pretraining, and modern LLMs.
free

Certificate: none

⏱ 50 hours

advanced
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Stanford

Stanford CS231N Convolutional Neural Networks for Visual Recognition

Stanford's seminal computer vision course — Fei-Fei Li, Justin Johnson, Andrej Karpathy. CNNs, segmentation, generative models.
free

Certificate: none

⏱ 50 hours

advanced
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Stanford

Stanford CS25 Transformers United

Stanford seminar series with the leading researchers in transformers — Vaswani, OpenAI, DeepMind guest lectures.
free

Certificate: none

⏱ 20 hours

advanced
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Stanford

Stanford CS236 Deep Generative Models

Stanford's deep generative models course — VAEs, GANs, normalizing flows, diffusion, autoregressive.
free

Certificate: none

⏱ 30 hours

advanced
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Stanford

Stanford CS330 Deep Multi-Task and Meta Learning

Chelsea Finn's course on multi-task learning, meta-learning, and continual learning.
free

Certificate: none

⏱ 30 hours

advanced
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Stanford

Stanford CS336 Language Modeling from Scratch

Stanford's deep dive into building LLMs end-to-end — tokenization, architecture, training, alignment.
free

Certificate: none

⏱ 40 hours

advanced
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