Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives.
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Both make use of keytopics in applied mathematics such as probability and statistics, algebra, calculus, graphs and networks. This book gives a solid mathematical foundation to, and details the key concepts andalgorithms in this important topic.
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While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. There's no fluff and no scary equations--just a fast start for engineers and software developers, complete with hands-on examples.
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Used - Acceptable: All pages and the cover are intact, but shrink wrap, dust covers, or boxed set case may be missing. Item may but the dust cover may be missing. Pages may include limited notes and highlighting, but the text cannot be obscured or unreadable.
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The total of 255 full papers presented in these proceedings was carefully reviewed and selected from 561 submissions.
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Author: Paul WilmottExplore the mathematical foundations of machine learning in this insightful guide by renowned quantitative finance expert Paul Wilmott.
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Book by Abhishek Thakur: Approaching (Almost) Any Machine Learning Problem published by Abhishek Thakur
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ISBN: 1328767531. Author: Howey, Hugh. Machine Learning: New and Collected Stories. Release Date: 2017-10-03. Qty Available: 1.
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