Building Machine Learning Powered Applications: Going from Idea to Product

Emmanuel Ameisen

154 évaluations par Goodreads

Langue : anglais

Edité par O'Reilly Media, United States, Sebastopol, 2020

149204511X / 9781492045113

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A propos de cet article

Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, youll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managersincluding experienced practitioners and novices alikewill 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. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.…

N° de réf. du vendeur GOR011380643

Titre
Building Machine Learning Powered Applications: Going from Idea to Product
Auteur
Emmanuel Ameisen
Éditeur
O'Reilly Media, United States, Sebastopol
Année de publication
2020
État de l'article
Very Good
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
149204511X
ISBN à 13 chiffres
9781492045113
Poids de l'article
445 grammes
Dimensions
178.0 x 233.0

WorldofBooks

Goring-By-Sea, WS, Royaume-Uni

Vendeur avec une évaluation de 5 étoiles

Vendeur AbeBooks depuis 16 mars 2007

Frais d'expédition de Royaume-Uni vers Etats-Unis

Article7 à 12 jours ouvrés5 à 9 jours ouvrés
Premier articleEUR 6,71EUR 14,38
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