Description: Further DetailsTitle: Building Machine Learning Powered ApplicationsCondition: NewEAN: 9781492045113ISBN: 9781492045113Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 01/31/2020Item Height: 233mmItem Length: 178mmAuthor: Emmanuel AmeisenLanguage: EnglishSubtitle: Going from Idea to ProductDescription: 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 problemBuild your first end-to-end pipeline quickly and acquire an initial datasetTrain and evaluate your ML models and address performance bottlenecksDeploy and monitor your models in a production environmentCountry/Region of Manufacture: USGenre: Computing & InternetRelease Year: 2020 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Building Machine Learning Powered Applications
Title: Building Machine Learning Powered Applications
EAN: 9781492045113
ISBN: 9781492045113
Release Date: 01/31/2020
Release Year: 2020
Subtitle: Going from Idea to Product
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: 257 Pages
Language: English
Publication Name: Building Machine Learning Powered Applications : Going from Idea to Product
Publisher: O'reilly Media, Incorporated
Item Height: 0.7 in
Subject: Data Modeling & Design, Intelligence (Ai) & Semantics, General, Computer Vision & Pattern Recognition
Publication Year: 2020
Item Weight: 14.5 Oz
Type: Textbook
Item Length: 9.1 in
Subject Area: Computers, Science
Author: Emmanuel Ameisen
Item Width: 7 in
Format: Trade Paperback
