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

by Pramod Singh

Build and deploy machine learning and deep learning models in production with end-to-end examples.
This book begins with a focus on the machine learning model deployment process and its related challenges. Next, it covers the process of building and deploying machine learning models using different web frameworks such as Flask and Streamlit. A chapter on Docker follows and covers how to package and containerize machine learning models. The book...

• Format: Paperback
• Language: English
• ISBN: 1484265459
• ISBN13: 9781484265451
• Release Date: December 2020
• Publisher: Apress
• Length: 150 Pages
• Weight: 0.53 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"