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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

Setting up your account in Azure

From your previous cloud platform usage experience, you may have realized that it all starts with setting up your account and billing in a cloud provider. This is a pretty standard workflow and Azure is no exception. So, let's head over to https://azure.microsoft.com and follow these steps:

  1. Click on the Start free button, as shown:

Note that you will need a Microsoft account to proceed with the following steps. So, if you do not have one, create one at https://account.microsoft.com/account.
  1. You will be redirected to another page, where you will again see another Start free button. Click on it.

  1. You will be asked to log in to your Microsoft account to proceed. Give the credentials accordingly and you should land on a page as in the following screenshot:

If you are a first-time user, you will get $200 of credit (depending on your currency...

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