The Enterprise Big Data Lake: Delivering on the Promise of Hadoop and Data Science in the Enterprise


The Enterprise Big Data Lake: Delivering the Promise of Big Data and Data Science
By 作者: Alex Gorelik
ISBN-10 书号: 1491931558
ISBN-13 书号: 9781491931554
Edition 版本: 1
Release Finelybook 出版日期: 2019-03-24
pages 页数: (224 )

Enterprises are experimenting with using Hadoop to build Big Data Lakes, but many projects are stalling or failing because the approaches that worked at Internet companies have to be adopted for the enterprise. This practical handbook guides managers and IT professionals from the initial research and decision-making process through planning, choosing products, and implementing, maintaining, and governing the modern data lake.
You’ll explore various approaches to starting and growing a Data Lake, including Data Warehouse off-loading, analytical sandboxes, and “Data Puddles.” Author Alex Gorelik shows you methods for setting up different tiers of data, from raw untreated landing areas to carefully managed and summarized data. You’ll learn how to enable self-service to help users find, understand, and provision data; how to provide different interfaces to users with different skill levels; and how to do all of that in compliance with enterprise data governance policies.

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