The Math You Missed Behind Gradient Descent
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A look at the mathematical foundations behind gradient descent, the core optimization algorithm used to train AI models including LLMs. The post teases the 'secret math' behind why gradient descent works, going beyond the typical mountain-climbing analogy, and is accompanied by a YouTube video with animated visualizations of machine learning mathematics.
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