Deploy Machine Learning Models to Production: With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform Sculpting ISBN10: 1727130774

ISBN10: 1727130774

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ISBN13: 9781440147579

Ryan has been featured in such publications as USA Today

Deploy Machine Learning Models to Production: With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform Sculpting ISBN10: 1727130774Chapter 1: Configuring Your Deployment Environment Chapter goal: This chapter covers the steps right from reading the data, pre processing, feature engineering, model training and prediction on local as well as on the cloud. This chapter provides the audience with a set of required libraries and code data download information so that the user can set up their environment appropriately. Sub Topics Configuring your development environment Installing