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Hands-On Python Deep Learning for the Web

You're reading from  Hands-On Python Deep Learning for the Web

Product type Book
Published in May 2020
Publisher Packt
ISBN-13 9781789956085
Pages 404 pages
Edition 1st Edition
Languages
Authors (2):
Anubhav Singh Anubhav Singh
Profile icon Anubhav Singh
Sayak Paul Sayak Paul
Profile icon Sayak Paul
View More author details

Table of Contents (19) Chapters

Preface Artificial Intelligence on the Web
Demystifying Artificial Intelligence and Fundamentals of Machine Learning 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 GCP account

Before we proceed with using the APIs offered by GCP, you must set up your GCP account. Assuming that you already have a Google account—first, head to https://cloud.google.com/. GCP gives you $300 of credit (which you can use for a period of 12 months) if you are signing up to it for the first time; this credit is sufficient enough to accommodate many good projects and enable you to try out the offerings of GCP. Once this has been done, we can follow these steps:

  1. At the top-right corner of GCP's home page, you should be able to locate a Try free button. Just click on it:

  1. If you are not signed in to your Google account, you will be asked to sign in. Select your country accordingly and make sure you check the Terms of service box. After this, click on AGREE AND CONTINUE. You will see a page as in the following screenshot:

  1. Then, you...
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