Foundations

Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

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lessons
Skills in this topic
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Maths for ML
beginner
Multiply matrices and compute dot products
Probability & Statistics
beginner
Calculate conditional probability and Bayes' theorem
Optimisation
intermediate
Implement gradient descent from scratch
Information Theory
intermediate
Calculate Shannon entropy and cross-entropy loss
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All Reads (350) Articles (162)Blog Posts (99)Tutorials (37)Research Papers (46)News (6)
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Scrape, small piece on dif of calculators vs generative programs
Reddit r/artificial 🔢 Mathematical Foundations 1mo ago
Scrape, small piece on dif of calculators vs generative programs
submitted by <a href="https://
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Emad Mostaque, on camera: "It's a bad time to be a pure mathematician." AI just solved 10 decade-old math problems for $2,000.
Reddit r/artificial 🔢 Mathematical Foundations 1mo ago
Emad Mostaque, on camera: "It's a bad time to be a pure mathematician." AI just solved 10 decade-old math problems for $2,000.
<img src="https://external-preview.redd.it/dm5sY3M5OWM5ZGloMftUNgpf3pPGFfohbBprgndUGypf8lkwKsRK6L4vwuBY.png?width=640&crop=smart&auto=webp&s=0150a56
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ZDNet 🔢 Mathematical Foundations ⚡ AI Lesson 4mo ago
5 ways I make Zorin OS faster and better than it already is
Zorin OS is one of the most popular Linux distributions on the market. If you want to make the most of it, consider these optimizations I typically use.
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Hacker News · convexly 🔢 Mathematical Foundations ⚡ AI Lesson 5mo ago
Show HN: I built a 2-min quiz that shows you how bad you are at estimating
I've gotten to the point in my career where I now make strategic decisions often (hiring, firing, choosing what equipment to go with, etc.), as well as in
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Hacker News · jackzhuo 🔢 Mathematical Foundations ⚡ AI Lesson 9mo ago
Show HN: I Ching simulator with accurate Yarrow Stalk probabilities
I built this because I wanted a digital I Ching that honors the original math, rather than just Math.random(). Technical detail for the curious: The simulation
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Hacker News · mlla 🔢 Mathematical Foundations ⚡ AI Lesson 11y ago
Poker Theory and Analytics
Poker Theory and Analytics. 47 comments, 90 points on Hacker News.
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