Grokking Deep Learning you own this product

Andrew W. Trask
  • January 2019
  • ISBN 9781617293702
  • 336 pages
  • printed in black & white
  • Available translations: Complex Chinese, German, Japanese, Polish, Russian, Simplified Chinese

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Look inside

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

about the technology

Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning.

about the book

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you’ll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you’re done, you’ll be fully prepared to move on to mastering deep learning frameworks.

what's inside

  • The science behind deep learning
  • Building and training your own neural networks
  • Privacy concepts, including federated learning
  • Tips for continuing your pursuit of deep learning

about the reader

For readers with high school-level math and intermediate programming skills.

about the author

Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world’s largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform.

We interviewed Andrew as a part of our Six Questions series. Check it out here.

An excellent introduction and overview of deep learning by a masterful teacher who guides, illuminates, and encourages you along the way.

Kelvin D. Meeks, International Technology Ventures

All concepts are clearly explained with excellent visualizations and examples.

Kalyan Reddy, ArisGlobal

Excels at navigating the reader through the introductory details of deep learning in a simple and intuitive way.

Eremey Valetov, Lancaster University/Fermilab

Your step-by-step guide to learning AI.

Ian Stirk, I and K Consulting

A complex topic simplified!

Vipul Gupta, Microsoft

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choose your plan

team

monthly
annual
$49.99
$499.99
only $41.67 per month
  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • Grokking Deep Learning ebook for free