Machine Sees Pattern Through Math: Machine Learning Building Blocks by Stalin Su

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Machine Sees Pattern Through Math by Stalin Subramani

Ever wondered how machines actually think?Behind every prediction, every smart assistant, and every AI decision lies the invisible language of mathematics. But here's the truth - you don't need to be a math genius to understand it. What you really need is book takes you on a journey to uncover how math shapes machine learning - not through complex formulas, but through simple, real-world insights. You'll see how numbers become the building blocks of intelligence, how vector spaces help machines recognize patterns, and how transformations let them "zoom in" to find meaning in 'll explore why determinants tell us how spaces stretch and shrink, how probability gives machines the power to learn from uncertainty, and how calculus helps them correct their own mistakes - just like we playful stories (including one inspired by a game with the author's kids) to hands-on examples and code, this book makes the abstract concrete. By the end, you'll not only understand concepts like linear regression, logistic regression, and neural networks - you'll feel how the math behind them actually you've ever wanted to truly understand how machines learn - this is where your journey begins.

FORMAT
Paperback CONDITION
Brand New Details ISBN Year 2025 AU Release Date 2025-12-08 Author Stalin Subramani Pages 224 Publisher Notion Press ISBN-13 9798901766019 Format Paperback Publication Date 2025-12-08 Imprint Notion Press Subtitle Machine Learning Building Blocks Audience General Country of Origin US Product Class Description Education & Teaching
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