Building Machine Learning Powered Applications (häftad)
Fler böcker inom
Häftad (Paperback / softback)
Antal sidor
O'Reilly Media, Inc, USA
unspecified Illustrations
Illustrations, unspecified
177 x 235 x 14 mm
422 g
Antal komponenter
Building Machine Learning Powered Applications (häftad)

Building Machine Learning Powered Applications

Going from Idea to Product

Häftad Engelska, 2020-01-31
Fåtal ex i lager. Skickas inom 1-2 vardagar.
Fri frakt inom Sverige för privatpersoner.
Finns även som
Visa alla 2 format & utgåvor
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
Visa hela texten

Passar bra ihop

  1. Building Machine Learning Powered Applications
  2. +
  3. The Pragmatic Programmer

De som köpt den här boken har ofta också köpt The Pragmatic Programmer av David Thomas (inbunden).

Köp båda 2 för 808 kr


Har du läst boken? Sätt ditt betyg »

Bloggat om Building Machine Learning Powered Applica...

Övrig information

Emmanuel Ameisen has worked for years as a Data Scientist. He implemented and deployed predictive analytics and machine learning solutions for Local Motion and Zipcar. Recently, Emmanuel has led Insight Data Science's AI program where he oversaw more than a hundred machine learning projects. Emmanuel holds graduate degrees in artificial intelligence, computer engineering, and management from three of France's top schools.