Bisong, Ekaba

Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners

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ISBN 13:
9781484244692
author:
Bisong, Ekaba
format:
Paperback
publisher:
Apress
language:
English
Publication Year:
2019
Pages:
709
Dimensions:
25.4 x 17.8 x 3.8 centimetres (1
Genre:
Computers, Server & Database, General Database,
Condition:
New
Availability:
Item usually sent within 20 working days
£41.69

Description

Building Machine Learning and Deep Learning Models on Google Cloud Platform is a comprehensive guide for beginners. This book takes a systematic approach to understanding machine learning and deep learning fundamentals, applying them in practice using the computational resources of Google Cloud Platform. You'll learn how machine learning tools and techniques are used to predict or classify events based on interactions between variables, and how deep learning extends these algorithms to tackle complex tasks like recognizing faces and understanding languages. The book also covers leveraging cloud computing to accelerate data science and machine learning deployments. The guide is divided into eight parts, covering the fundamentals of machine learning and deep learning, data science and cloud services, programming for data science using Python, Google Cloud Platform infrastructure and products, advanced analytics on GCP, and deploying end-to-end machine learning solution pipelines.

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