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Map › Level 6: Thinking Machines

F30

Deep Learning

“Billions of tiny dials that learn”

Lessons

Being drawn right now ✏️

Lessons for this course are being written. Everything in Foundations will be free, forever.

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What you’ll learn

backprop, CNNs, RNNs, attention, transformers, training tricks

🔨 Boss level project

Train a tiny GPT in the browser

📚 Recommended books

Prince, Understanding Deep Learning (free)
Goodfellow et al. (free)
Zhang et al., Dive into Deep Learning (free)

Optional. Every lesson here stands on its own.

← F29 Machine Learning F31 Software Engineering →

Crayon CS

Everything a CS degree teaches, explained like you’re 5.

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