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Learning Tensorflow.Js: Powerful Machine Learning in JavaScript

Learning Tensorflow.Js: Powerful Machine Learning in JavaScript

Learning Tensorflow.Js: Powerful Machine Learning in JavaScript
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Learning Tensorflow.Js: Powerful Machine Learning in JavaScript Paperback - 2021

by Laborde, Gant

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O'Reilly Media. 1. Acceptable. The item might be beaten up but readable. May contain markings or highlighting, as well as stains, bent corners, or any other major defect, but the text is not obscured in any way.
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  • Title Learning Tensorflow.Js: Powerful Machine Learning in JavaScript
  • Author Laborde, Gant
  • Binding Paperback
  • Edition 1
  • Condition Used - Acceptable
  • Pages 338
  • Volumes 1
  • Language ENG
  • Publisher O'Reilly Media
  • Publication date 2021-06-15
  • Features Bibliography, Index
  • Bookseller's Inventory # 1492090794-7-1
  • ISBN 9781492090793 / 1492090794
  • Weight 1 lbs (0.45 kg)
  • Dimensions 9.1 x 6.9 x 0.8 in (23.11 x 17.53 x 2.03 cm)
  • Category Computers - General Information
  • Library of Congress subjects Machine learning
  • Dewey Decimal Code 006.31
  • Quantity available 1

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From the publisher

Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde (Google Developer Expert in machine learning and the web) provides a hands-on end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers.

You'll begin by working through some basic examples in TensorFlow.js before diving deeper into neural network architectures, DataFrames, TensorFlow Hub, model conversion, transfer learning, and more. Once you finish this book, you'll know how to build and deploy production-ready deep learning systems with TensorFlow.js.

  • Explore tensors, the most fundamental structure of machine learning
  • Convert data into tensors and back with a real-world example
  • Combine AI with the web using TensorFlow.js
  • Use resources to convert, train, and manage machine learning data
  • Build and train your own training models from scratch

About the author

Gant Laborde is a proud New Orleans native and adventurous engineer. His accolades include being an owner of Infinite Red, mentor, adjunct professor, published author, and award-winning speaker. As a developer for over 20 years, he has spoken at hundreds of conferences and trained numerous developers. As a Google Developer Expert in both machine learning and the web, he covers TensorFlow.js from multiple perspectives to make the concept approachable. Follow Gant's adventures at http: //gantlaborde.com/

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