Monetizing Machine Learning: Quickly Turn Python ML Ideas into Web Applications on the Serverless Cloud - Softcover

Amunategui, Manuel; Roopaei, Mehdi

Softcover

ISBN 10: 1484238745 ISBN 13: 9781484238745

Publisher: Apress, 2018

Synopsis

1

Introduction to Serverless Technologies

2

Client-Side Intelligence using Regression Coefficients on Azure

3

Real-Time Intelligence with Logistic Regression on GCP

4

Pre-Trained Intelligence with Gradient Boosting Machine on AWS

5

Case Study Part 1: Supporting Both Web and Mobile Browsers

6

Displaying Predictions with Google Maps on Azure

7

Forecasting with Naive Bayes and OpenWeather on AWS

8

Interactive Drawing Canvas and Digit Predictions using TensorFlow on GCP

9

Case Study Part 2: Displaying Dynamic Charts

10

Recommending with Singular Value Decomposition on GCP

11

Simplifying Complex Concepts with NLP and Visualization on Azure

12

Case Study Part 3: Enriching Content with Fundamental Financial Information

13

Google Analytics

14

A/B Testing on PythonAnywhere and MySQL

15

From Visitor To Subscriber

16

Case Study Part 4: Building a Subscription Paywall with Memberful

17

Conclusion

Edition details

• Publisher: Apress
• Publication date: 2018
• Language: English
• ISBN 10: 1484238745
• ISBN 13: 9781484238745
• Binding: Paperback