Building Machine Learning Powered Applications: Going from Idea to Product - Emmanuel Ameisen - książka wyd. 2021

Opis

Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML).

Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies.