AI & Data
See inside the transformer, the design behind modern AI. Learn why it replaced older models, then follow tokens, embeddings, positional encoding and self-attention step by step. Build encoders and decoders, compare BERT and GPT, look at vision transformers, and finish by building a mini transformer.
A podcast overview of the course. Listen before you start, or while you travel.
How AI Transformers Work Under the Hood
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See plans๐ The first lesson is free. Choose a plan to open all 19 lessons and listen to the course podcast.
The Problem with Old Models (RNN Limits)
See why RNNs were slow to train, forgot far-away words, lost their gradients ...
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