Download the fantastic book titled Building Machine Learning Powered Applications written by Emmanuel Ameisen, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Building Machine Learning Powered Applications", which was released on 21 January 2020. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Building Machine Learning Powered Applications by Emmanuel Ameisen PDF
Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. 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. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment
Detail About Building Machine Learning Powered Applications PDF
- Author : Emmanuel Ameisen
- Publisher : "O'Reilly Media, Inc."
- Genre : Computers
- Total Pages : 267 pages
- ISBN : 1492045063
- Release Date : 21 January 2020
- PDF File Size : 41,5 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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