{"product_id":"essential-math-for-ai-next-level-mathematics-for-efficient-and-successful-ai-systems-1st-edition-by-hala-nelson-author","title":"Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems 1st Edition by Hala Nelson (Author)","description":"\u003ch2\u003eProduct details\u003c\/h2\u003e\n\u003cdiv id=\"detailBullets_feature_div\"\u003e\n\u003cul\u003e\n\u003cli\u003ePublisher ‏ : ‎ O'Reilly Media\u003c\/li\u003e\n\u003cli\u003ePublication date ‏ : ‎ February 14, 2023\u003c\/li\u003e\n\u003cli\u003eEdition ‏ : ‎ 1st\u003c\/li\u003e\n\u003cli\u003eLanguage ‏ : ‎ English\u003c\/li\u003e\n\u003cli\u003ePrint length ‏ : ‎ 602 pages\u003c\/li\u003e\n\u003cli\u003eISBN-10 ‏ : ‎ 1098107632\u003c\/li\u003e\n\u003cli\u003eISBN-13 ‏ : ‎ 978-1098107635\u003c\/li\u003e\n\u003cli\u003eItem Weight ‏ : ‎ 2.31 pounds\u003c\/li\u003e\n\u003cli\u003eDimensions ‏ : ‎ 6.75 x 1.25 x 9 inches\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompanies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.\u003c\/p\u003e\n\u003cp\u003eEngineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. 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