{"product_id":"analytical-geometry-for-machine-learning-vectors-transformations-and-spatial-modeling-in-applied-ai-9798252518213","title":"Analytical Geometry for Machine Learning: Vectors, Transformations, and Spatial Modeling in Applied AI","description":"\u003cp\u003e • Author(s): Alice Schwartz | Hayden Van Der Post | Leonard K. Sato\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Geometry - Analytic\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAnalytical geometry forms the mathematical foundation behind modern machine learning systems, enabling models to interpret structure, distance, and transformation in high-dimensional space.\u003c\/p\u003e\u003cp\u003eThis book presents a structured approach to analytical geometry with a focus on its role in machine learning and applied AI. It develops the core concepts required to understand how vectors, coordinate systems, and geometric transformations operate within data-driven models.\u003c\/p\u003e\u003cp\u003eTopics include vector operations, linear transformations, coordinate mappings, and spatial representations used in machine learning workflows. Each concept is explored with practical context, connecting geometric intuition to real-world applications such as feature spaces, embeddings, and model optimization.\u003c\/p\u003e\u003cp\u003eDesigned for readers with a basic background in mathematics, this book bridges the gap between classical geometry and modern computational systems. It provides a clear framework for understanding how spatial reasoning underpins many of the techniques used in machine learning today.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":48216201134231,"sku":"9798252518213","price":3744.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798252518213.webp?v=1788736147","url":"https:\/\/atlanticbooks.com\/products\/analytical-geometry-for-machine-learning-vectors-transformations-and-spatial-modeling-in-applied-ai-9798252518213","provider":"Atlantic Books","version":"1.0","type":"link"}