Building Machine Learning Powered Applications is popular PDF and ePub book, written by Emmanuel Ameisen in 2020-01-21, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Building Machine Learning Powered Applications can be Read Online from any device for your convenience.
Building Machine Learning Powered Applications Book PDF Summary
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 Book of Building Machine Learning Powered Applications PDF
- Author : Emmanuel Ameisen
- Release : 21 January 2020
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781492045069
- Genre : Computers
- Total Page : 267 pages
- Language : English
- PDF File Size : 10,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Building Machine Learning Powered Applications by Emmanuel Ameisen, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.