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Playlists

Sequenced learning, summary-first.

Curated playlists — from YC's Startup School to lecture series — each video already summarised so you can scan before you watch.

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Playlist
How to Start a Startup (YC)
The Y Combinator Stanford lecture series.
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Neural Networks: Zero to Hero
Andrej Karpathy's hand-built deep-learning curriculum.
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CS50 — Harvard's intro to CS
David Malan's iconic first-year computer science course.
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MIT 6.006 — Intro to Algorithms
The classical algorithms course, in lecture form.
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Stanford CS231n — CNNs for Visual Recognition
The course that started a generation of computer-vision engineers.
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MIT 18.06 — Linear Algebra (Strang)
Gilbert Strang's legendary intro to linear algebra.
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Fast.ai — Practical Deep Learning
Jeremy Howard's top-down deep-learning course.
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Khan Academy — Linear Algebra
Sal Khan's beginner-friendly entry into linear algebra.
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Crash Course — World History
John Green's 42-episode tour of human history.
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Stanford CS229 — Machine Learning
Andrew Ng's classical ML lecture series.
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