Learning Tensorflow.Js: Machine Learning in JavaScript

Learning Tensorflow.Js: Machine Learning in JavaScript

  • Downloads：7825
  • Type：Epub+TxT+PDF+Mobi
  • Create Date：2021-05-20 11:51:05
  • Update Date：2025-09-06
  • Status：finish
  • Author：Gant Laborde
  • ISBN：1492090794
  • Environment：PC/Android/iPhone/iPad/Kindle
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Summary

Combining the demand for AI with the ubiquity of JavaScript was inevitable。 With Google's TensorFlow。js 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 and other tools
Use resources to convert， train， and manage machine learning data
Start building and training your own training models from scratch
Learn how to create your own image classification models
Examine transfer learning: retraining an advanced model to perform a new task

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Reviews

Laura Uzcategui ，

I was a technical reviewer for Learning Tensorflow。js book， and all I can say is: it's a great book if you want to learn how to create， train and run your models using Tensorflow。js in browser。 Personally， I don't have a ton of experience with Mobile Development and using Gant book I was able to fly through the content and learn a bit more about web development world， not only that but I was able to grasp the basic knowledge I need in case I'm developing a Website and want to run ML models withi I was a technical reviewer for Learning Tensorflow。js book， and all I can say is: it's a great book if you want to learn how to create， train and run your models using Tensorflow。js in browser。 Personally， I don't have a ton of experience with Mobile Development and using Gant book I was able to fly through the content and learn a bit more about web development world， not only that but I was able to grasp the basic knowledge I need in case I'm developing a Website and want to run ML models within its ecosystem。 The book will take you through a journey from understanding Tensorflow ecosystem and where you can run it， to a look of practical and walk through scenarios of running it within your own web apps。 。。。more

Reference

google book https://www.google.com/search?tbm=bks&q=Learning Tensorflow.Js: Machine Learning in JavaScript

hathitrust digital library https://babel.hathitrust.org/cgi/ls?q1=Learning Tensorflow.Js: Machine Learning in JavaScript&field1=ocr&a=srchls&ft=ft&lmt=ft

The British Library https://bll01.primo.exlibrisgroup.com/discovery/search?query=any,contains,Learning Tensorflow.Js: Machine Learning in JavaScript&tab=LibraryCatalog&search_scope=Not_BL_Suppress&vid=44BL_INST:BLL01&lang=en&offset=0