Practical Deep Learning, 2E by Ronald T. Kneusel (.ePUB)

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File Size: 25.5 MB

Practical Deep Learning: A Python-Based Introduction, Second Edition by Ronald T. Kneusel
Requirements: .ePUB reader, 25.5 MB
Overview: Dip into Deep Learning without drowning in theory with this fully updated edition of Practical Deep Learning from experienced author and AI expert Ronald T. Kneusel. After a brief review of basic math and coding principles, you’ll dive into hands-on experiments and learn to build working models for everything from image analysis to creative writing, and gain a thorough understanding of how each technique works under the hood. Whether you’re a developer looking to add AI to your toolkit or a student seeking practical Machine Learning skills. I wrote this book for readers who have no background in Machine Learning, but who are curious and willing to experiment. The language of choice for Machine Learning, whether you are a student or a major corporation, is Python, so that’s the language we’ll use in this book. I’ll also assume you’re familiar with high school math, excluding calculus. A little calculus will creep in anyway, but you should be able to follow the ideas, even if the technique is unfamiliar. I’ll also assume you know a bit of statistics and basic probability.
Genre: Non-Fiction > Tech & Devices

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