GPCE Keynote: The Landscape of Refactoring Research in the Last Decade

Splash Conference 2017226 subscribers

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Whole-channel inclusion: Splash Conference 2017 (title sample: This is a full archive of academic conference research talks (SPLASH/SLE) presenting technical work in programming languages and software engineering, which are genuine expert technical presentations.; 3 of 3 sampled transcripts read as real teaching); this title passed a strict title check.

What you'll learn

A 72-minute video from Splash Conference 2017: “GPCE Keynote: The Landscape of Refactoring Research in the Last Decade”.

Programming & CS

Video by Splash Conference 2017, played through YouTube's embedded player.

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Splash Conference 2017

A 15-minute video from Splash Conference 2017: “Avoiding Useless Mutants”.

19:50

Synthesizing Configuration File Specifications with Association Rule Learning

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A 20-minute video from Splash Conference 2017: “Synthesizing Configuration File Specifications with Association Rule Learning”.

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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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Andrej Karpathy4.41M views

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.

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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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CS50x 2024 lecture 0: how computers represent information, algorithms, and first programs in Scratch.

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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.