{"product_id":"ai-essentials-into-the-math-verse-the-ai-math-book-9798247302506","title":"AI Essentials: Into the Math Verse: The AI Math Book","description":"\u003cp\u003e • Author(s): Nandhagopalan Elangovan | Shravanthi Avanasilingam | Gopinath Chidambaram\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003eThis framework takes students from basic counting to complex decision-making: \u003cbr\u003eThe foundations of AI rest on three mathematical pillars.\u003c\/p\u003e\u003col\u003e\n\u003cli\u003e\n\u003cb\u003eNumbers \u0026amp; Arithmetic: \u003c\/b\u003e This is the \u003cb\u003efoundation\u003c\/b\u003e. It introduces \u003cb\u003eScalars\u003c\/b\u003e and the logic of data representation. Students learn how AI treats every input-from a pixel to a word-as a numerical value and uses basic operations to scale and normalize that data for processing.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLinear Algebra: \u003c\/b\u003e This is the \u003cb\u003eengine\u003c\/b\u003e. It moves beyond single numbers into \u003cb\u003eVectors and Matrices\u003c\/b\u003e, allowing the AI to process massive datasets simultaneously. It covers how models \"visualize\" data in multi-dimensional space to find patterns and relationships.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eProbability \u0026amp; Statistics: \u003c\/b\u003e This is the \u003cb\u003ebrain\u003c\/b\u003e. It provides the tools to handle \u003cb\u003euncertainty\u003c\/b\u003e. By using distributions and Bayesian logic, the AI learns to make \"best-guess\" predictions and measure its own confidence when faced with new, unseen information.\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47882968760471,"sku":"9798247302506","price":2607.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798247302506.webp?v=1781098437","url":"https:\/\/atlanticbooks.com\/products\/ai-essentials-into-the-math-verse-the-ai-math-book-9798247302506","provider":"Atlantic Books","version":"1.0","type":"link"}