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Front Matter
1. Introduction to Serverless Technologies
2. Client-Side Intelligence Using Regression Coefficients on Azure
3. Real-Time Intelligence with Logistic Regression on GCP
4. Pretrained 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
Back Matter
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