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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
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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

Deep Learning on Google Cloud Platform Using Python

In the previous chapter, we saw a variety of deep learning APIs that are provided by various organizations. We also saw their applicability broadly grouped into two categories—the first was computer vision and image processing, and the second was natural language processing. We are going to continue exploring deep learning APIs in this chapter as well. This chapter introduces you to Google Cloud Platform (GCP) and three APIs offered by it in the area of deep learning.

In this chapter, we will cover the following topics:

  • Setting up your GCP account
  • Creating your first project on GCP
  • Using the Dialogflow API in Python
  • Using the Cloud Vision API in Python
  • Using the Cloud Translation API in Python
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