math4ml
Fill the Math gaps holding you back from AI. Quickly.
math4ml launched on September 3, 2024 with 6 votes, #2,226 of 5,408 launches that month.
What it does
In just a few hours, you’ll have the mathematical foundation needed to confidently approach machine learning. No more getting bogged down by unnecessary details—this course is all about efficiency, clarity, and practical application.
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Maths, CS and AI CompendiumFeb 2026 · github.com · ▲88Hey HN, I don’t know who else has the same issue, but: Textbooks often bury good ideas in dense notation, skip the intuition, assume you already know half the material, and get outdated in fast-moving fields like AI. Over the past 7 years of my AI/ML experience, I filled notebooks with intuition-first, real-world context, no hand-waving explanations of maths, computing and AI concepts. In 2024, a few friends used these notes to prep for interviews at DeepMind, OpenAI, Nvidia etc. They all got in and currently perform well in their roles. So I'm sharing. This is an open & unconventional…
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