Senior Machine Learning Mental Models - Ragab, Abdelfattah
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Présentation Senior Machine Learning Mental Models de Ragab, Abdelfattah Format Relié
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Résumé :
This book explores how senior machine learning engineers think, make decisions, and design real-world ML systems beyond models and algorithms. It focuses on mental models, tradeoffs, and failure modes that only appear in production, such as data drift, feedback loops, system reliability, monitoring, and ethical responsibility. Rather than teaching how to train models, the book explains how to frame problems correctly, evaluate impact, manage risk, and decide when machine learning should-or should not-be used. It is a practical guide to judgment, system thinking, and responsibility in modern machine learning engineering....
Biographie:
Abdelfattah Ragab is an experienced software developer with over 20 years of experience in the field. In his long career, he has specialized in various aspects of web development, especially front-end technologies. He is known for his expertise in frameworks such as Angular and React, as well as his knowledge of HTML5 and CSS. Abdelfattah is also a successful author who has written several books for beginners and experienced developers. His works include titles such as "...
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