Envío gratis a partir de 69,99 euros.

«Comprobar estado del pedido»

Entre a formar parte de una comunidad de amantes de los libros del mundo entero y acceda a un sinfín de ventajas. Crear una cuenta gratis

Envío gratuito con Zásilkovna para compras superiores a 59.99 €

Mensajería SEUR 4.99 € Mensajería GLS 7.99 € Mensajería Correos 5.49 € Mensajería DHL 5.49 € Punto SEUR 3.99 €

Contacto

Cómo comprar

Ayuda

Mi cuenta

▸ Vacío :-(

Envío gratis a partir de 69,99 euros.

Data Management in Machine Learning Systems

Name: Data Management in Machine Learning Systems
Brand: Springer International Publishing AG
SKU: 39298299
Price: 55.49 EUR
Availability: InStock
Author: Jun Yang
ISBN: 9783031007415

Jun Yang

Arun Kumar

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 39298299

Editores Springer International Publishing AG, febrero 2019

Large-scale data analytics using machine learning (ML) underpins many modern data-driven application... Descripción completa

Código Libristo: 39298299

136 b

55.49 €

Almacenamiento externo Envío en 5-8 días

Política de devolución de 30 días

Clientes que también han comprado

The Rising of the Shield Hero: Season Two

Blu-ray

26.59 €

Таро 78 дверей. Приглашение в прошлое и будущее Т. Бородина

Tapa dura

45.79 €

Edm 2015 Various

CD de audio

27.29 €

Anna Liisa Minna Canth

Adobe ePub DRM

8.39 €

Al servicio de la fe : la misión de la Iglesia en tiempos de crisis Felicísimo Martínez Díaz

Tapa blanda

19.39 €

Шусть i Шуня. Велетенська кулька Axel Scheffler

Tapa dura

8.79 €

Enig-math-tique - un livre animé Eugenia Cheng

Libro

30.29 €

Caught'ya! Grammar with a Giggle Kiester Libro

Tapa blanda

15.49 €

Histoire de la littérature française Brix

Tapa blanda

24.29 €

Barreau de Lyon. de la Protection Des Enfants Moralement Abandonnes ANGLOIS-C

Tapa blanda

14.19 €

Elaboración de vinos espumosos y cavas Madrid Vicente

Tapa blanda

36.89 €

Les usagers dans l'évaluation des politiques publiques Warin

Tapa blanda

39.29 €

Myriade Mathématiques 6e 2016 Manuel élève Fedele Annicchiarico

Tapa dura

34.69 €

Logika i argumentacja Andrzej Kisielewicz

Tapa blanda

19.39 €

Na służbie gotham central Tom 1 Ed Brubaker

Tapa blanda

18.99 €

Österreichisches Deutsch Jakob Ebner

Tapa blanda

19.89 €

Philosophische Anthropologie auf neuen Wegen Christian Thies

Tapa blanda

37.99 €

Cuida de Tu Gato. Consejos Para Adoptantes Primerizos Javi Navas

Tapa blanda

10.69 €

Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of many ML systems due to data-driven application characteristics, data-centric workload characteristics, and system architectures inspired by classical data management techniques.In this book, we follow this data-centric view of ML systems and aim to provide a comprehensive overview of data management in ML systems for the end-to-end data science or ML lifecycle. We review multiple interconnected lines of work: (1) ML support in database (DB) systems, (2) DB-inspired ML systems, and (3) ML lifecycle systems. Covered topics include: in-database analytics via query generation and user-defined functions, factorized and statistical-relational learning; optimizing compilers for ML workloads; execution strategies and hardware accelerators; data access methods such as compression, partitioning and indexing; resource elasticity and cloud markets; as well as systems for data preparation for ML, model selection, model management, model debugging, and model serving. Given the rapidly evolving field, we strive for a balance between an up-to-date survey of ML systems, an overview of the underlying concepts and techniques, as well as pointers to open research questions. Hence, this book might serve as a starting point for both systems researchers and developers.