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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

Creating your first project on GCP

A project helps you organize all your GCP resources systematically. Creating a project on GCP can be done in just a matter of a few clicks:

  1. After signing in to your Google account, open up your GCP console using https://console.cloud.google.com. In the top-left corner, you should see Google Cloud Platform and just beside that, you can see a drop-down list, as shown:

  1. If you did create any projects while signing up for GCP or previously, then one of your projects will appear in the marked area (fast-ai-exploration and gcp-api are two projects that I created on GCP). Now, click on the down arrow and a popup should appear:

  1. Click on NEW PROJECT to proceed. You should end up on a page, shown in the following screenshot, that will ask you to specify the project's name. GCP automatically generates an ID for the project that you are creating...
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