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Math for Deep Learning: What You Need to Know to Understand Neural Networks

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Math for Deep Learning: What You Need to Know to Understand Neural Networks - Kneusel, Ronald T
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To truly understand the power of deel learning, you need to grasp the mathematical concepts that make it tick. "Math for deep learning" will give you a working knowledge of probability, statistics, linear algebra, and differential calculus-- the essential math subfields required to practice deep learning successfully. Each subfield is explained with Python code and hands-on, real-world examples that bridge the gap between pure mathematics and its applications in deep learning. The book begins with fundamentals such as Bayes ...

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Math for Deep Learning: What You Need to Know to Understand Neural Networks 2021, No Starch Press

ISBN-13: 9781718501904

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