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