Didaktische Anforderung an die erste Programmsprache

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Round-15 hunt: picked; source: deeper uploads from a strong round 1-9 channel; channel already live on Lumen; strict per-title check + final strict pass; title rules; oEmbed verified.

What you'll learn

A 30-minute video from PyCon DE: “Didaktische Anforderung an die erste Programmsprache”.

Programming & CS

Video by PyCon DE, played through YouTube's embedded player.

26:43

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26:43

PyCon.DE 2018: How To Teach Space Invaders To Your Computer - David Wölfle

PyCon DE

A 27-minute video from PyCon DE: “PyCon.DE 2018: How To Teach Space Invaders To Your Computer - David Wölfle”.

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PyCon.DE 2018: Binder - Lowering The Bar To Sharing Interactive Software - Tim Head

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A 31-minute video from PyCon DE: “PyCon.DE 2018: Binder - Lowering The Bar To Sharing Interactive Software - Tim Head”.

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Builds up what a neural network actually is — neurons as numbers, layers, weights and biases — using handwritten-digit recognition as the running example.

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Building a GPT-style language model from scratch in code, following 'Attention Is All You Need'.

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How transformer models (the 'T' in GPT) turn text into vectors and predict the next token, step by step.

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Building micrograd, a tiny autograd engine, to understand backpropagation completely.

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Freya Holmér builds Bézier curves from linear interpolation up, covering de Casteljau's algorithm, derivatives, arc length and their use in games and graphics.

2:27:41

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CS50x 2024 lecture 1: an introduction to C — syntax, types, conditionals, loops and compiling.

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Building a computer around the 6502 processor on a breadboard and running 'Hello, world'.

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Jim Weirich derives the Y combinator live, step by step, using nothing but Ruby lambdas, and along the way teaches the refactorings of lambda calculus.

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Sandi Metz refactors the notorious Gilded Rose kata live, showing how small, disciplined steps and duplication-over-wrong-abstraction lead to clean object-oriented code.