Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops (Paperback or Softback)

Lakshmanan, Valliappa

ISBN 10: 1098115783 ISBN 13: 9781098115784

Editorial: O'Reilly Media 11/3/2020, 2020

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa blanda

Guardar para m�s tarde

Vendido por BargainBookStores, Grand Rapids, MI, Estados Unidos de America

Vendedor de AbeBooks desde 23 de enero de 2002

Calificaci�n del vendedor: 5 de 5 estrellas

Ver los art�culos de este vendedor

Ver todos los ejemplares de este libro

Nuevos - Encuadernaci�n de tapa blanda

Condici�n: Nuevo

Precio: EUR 42,17 Convertir moneda

EUR 10,67 gastos de env�o desde Estados Unidos de America a Espa�a Destinos, gastos y plazos de env�o

Cantidad disponible: 5 disponibles

A�adir al carrito

Guardar para m�s tarde

Descripci�n

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops 1.43.

N� de ref. del art�culo BBS-9781098115784

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops (Paperback or Softback)

Editor

O'Reilly Media 11/3/2020

Fecha de publicaci�n

2020

Idioma

Ingl�s

ISBN 10

1098115783

ISBN 13

9781098115784

Encuadernaci�n

Paperback or Softback

Estado

New

Tipo de libro

Book

Cat�logos de vendedores

Acerca de

Sinopsis

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly

Acerca del autor

Valliappa (Lak) Lakshmanan is Global Head for Data Analytics and AI Solutions on Google Cloud. His team builds software solutions for business problems using Google Cloud's data analytics and machine learning products. He founded Google's Advanced Solutions Lab ML Immersion program. Before Google, Lak was a Director of Data Science at Climate Corporation and a Research Scientist at NOAA

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Save up to 90% on your favorite items at BargainBookStores.com! Our 20,000 square foot warehouse in Grand Rapids, Michigan is filled with hundreds of thousands of books and consumer goods, all at the lowest prices! We've been serving internet customers with great deals since 2001. All books ship from Grand Rapids, Michigan. 100% Customer Satisfaction Guaranteed We want to ensure your satisfaction. If you are dissatisfied with your purchase or shopping experience, we would like to hear from you. Please contact us by email: cs@bargainbookstores.com. Please be sure to include your contact information and order number. We do not charge a restocking fee for returns. Your Privacy BargainBookStores.com does not provide, sell or market customer information to other businesses or organizations.

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

BargainBookStores
3423 Lousma Dr SE, Grand Rapids, MI, 49548, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

BargainBookStores guarantees 100% Customer Satisfaction. We ship worldwide and offer a variety of shipping methods to meet your needs. Please place your order directly via ABEBooks.com. We accept payment by MasterCard and Visa. For more information, contact us by email at cs@bargainbookstores.com. Full contact info is below:

BargainBookStores.com LLC
3423 Lousma Dr SE
Grand Rapids, MI 49548

Derecho a cancelaci�n

Condiciones de env�o

We will ship to all domestic and most international destinations.

Please note: Shipping times are estimated and are not guaranteed by BargainBookStores.

Tarifas de env�o de Estados Unidos de America a Espa�a

Tarifas de env�o de Estados Unidos de America a Espa�a
Cantidad del pedido	De 7 a 60 d�as h�biles	De 6 a 59 d�as h�biles
Primer art�culo	EUR 10.67	EUR 85.36

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.