Building Machine Learning and Deep Learning Models on Google Cloud Platform

Descripción

This item is printed on demand - it takes 3-4 days longer - Neuware -Take a systematic approach to understanding the fundamentals of machine learning and deep learning from the ground up and how they are applied in practice. You will use this comprehensive guide for building and deploying learning models to address complex use cases while leveraging the computational resources of Google Cloud Platform.Author Ekaba Bisong shows you how machine learning tools and techniques are used to predict or classify events based on a set of interactions between variables known as features or attributes in a particular dataset. He teaches you how deep learning extends the machine learning algorithm of neural networks to learn complex tasks that are difficult for computers to perform, such as recognizing faces and understanding languages. And you will know how to leverage cloud computing to accelerate data science and machine learning deployments.Building Machine Learning and Deep Learning Models on Google Cloud Platformis dividedinto eight parts that cover the fundamentals of machine learning and deep learning, the concept of data science and cloud services, programming for data science using the Python stack, Google Cloud Platform (GCP) infrastructure and products, advanced analytics on GCP, and deploying end-to-end machine learning solution pipelines on GCP.What You'll Learn Understand the principles and fundamentals of machine learning and deep learning, the algorithms, how to use them, when to use them, and how to interpret your resultsKnow the programming concepts relevant to machine and deep learning design and development using the Python stackBuild and interpret machine and deep learning modelsUse Google Cloud Platform tools and services to develop and deploy large-scale machine learning and deep learning productsBe aware of the different facets and design choices to consider when modeling a learning problemProductionalize machine learning models into software products Who This Book Is For Beginners to the practice of data science and applied machine learning, data scientists at all levels, machine learning engineers, Google Cloud Platform data engineers/architects, and software developers 709 pp. Englisch.

N° de ref. del artículo 9781484244692

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Detalles bibliográficos

Título

Building Machine Learning and Deep Learning Models on Google Cloud Platform

Editor

Apress Sep 2019

Fecha de publicación

2019

Idioma

Inglés

ISBN 10

1484244699

ISBN 13

9781484244692

Encuadernación

Taschenbuch

Estado

Neu

Dimensiones

254 mm an. × 178 al. × 39 l. 254 milímetros de ancho por 178 de alto por 39 de largo

Peso

1366 gramos

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