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Hands-On Python Deep Learning for the Web

You're reading from   Hands-On Python Deep Learning for the Web Integrating neural network architectures to build smart web apps with Flask, Django, and TensorFlow

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Product type Paperback
Published in May 2020
Publisher Packt
ISBN-13 9781789956085
Length 404 pages
Edition 1st Edition
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Authors (2):
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Sayak Paul Sayak Paul
Author Profile Icon Sayak Paul
Sayak Paul
Anubhav Singh Anubhav Singh
Author Profile Icon Anubhav Singh
Anubhav Singh
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Toc

Table of Contents (19) Chapters Close

Preface Artificial Intelligence on the Web
Demystifying Artificial Intelligence and Fundamentals of Machine Learning FREE CHAPTER Using Deep Learning for Web Development
Getting Started with Deep Learning Using Python Creating Your First Deep Learning Web Application Getting Started with TensorFlow.js Getting Started with Different Deep Learning APIs for Web Development
Deep Learning through APIs Deep Learning on Google Cloud Platform Using Python DL on AWS Using Python: Object Detection and Home Automation Deep Learning on Microsoft Azure Using Python Deep Learning in Production (Intelligent Web Apps)
A General Production Framework for Deep Learning-Enabled Websites Securing Web Apps with Deep Learning DIY - A Web DL Production Environment Creating an E2E Web App Using DL APIs and Customer Support Chatbot Other Books You May Enjoy Appendix: Success Stories and Emerging Areas in Deep Learning on the Web

Getting Started with TensorFlow.js

So far, we have gently introduced ourselves to the wonderful world of deep learning and we have got a fair sense of what deep learning has to offer in terms of making today's web applications more intelligent. In Chapter 1, Demystifying Artificial Intelligence and Fundamentals of Machine Learning, we saw a detailed overview of the web applications before and after AI breakout. In Chapter 3, Creating Your First Deep Learning Web Application, we built ourselves a simple image classifier-based web application using a simple neural network.

Web applications are all around us and they have easily become inseparable parts of our day-to-day lives. When it comes to building web applications, the use of JavaScript is too hard to ignore. So, what if we built an intelligent web application using JavaScript and no other scripting language? In this chapter...

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