Data Lakes For Dummies

AvAlan R. Simon

Häftad, Engelska, 2021

247 kr

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Beskrivning

Take a dive into data lakes “Data lakes” is the latest buzz word in the world of data storage, management, and analysis. Data Lakes For Dummies decodes and demystifies the concept and helps you get a straightforward answer the question: “What exactly is a data lake and do I need one for my business?” Written for an audience of technology decision makers tasked with keeping up with the latest and greatest data options, this book provides the perfect introductory survey of these novel and growing features of the information landscape. It explains how they can help your business, what they can (and can’t) achieve, and what you need to do to create the lake that best suits your particular needs. With a minimum of jargon, prolific tech author and business intelligence consultant Alan Simon explains how data lakes differ from other data storage paradigms. Once you’ve got the background picture, he maps out ways you can add a data lake to your business systems; migrate existing information and switch on the fresh data supply; clean up the product; and open channels to the best intelligence software for to interpreting what you’ve stored. Understand and build data lake architecture Store, clean, and synchronize new and existing data Compare the best data lake vendors Structure raw data and produce usable analytics Whatever your business, data lakes are going to form ever more prominent parts of the information universe every business should have access to. Dive into this book to start exploring the deep competitive advantage they make possible—and make sure your business isn’t left standing on the shore.

Produktinformation

Utgivningsdatum:2021-08-23
Mått:185 x 231 x 25 mm
Vikt:522 g
Format:Häftad
Språk:Engelska
Antal sidor:384
Förlag:John Wiley & Sons Inc
ISBN:9781119786160

Utforska kategorier

Matematik inom Naturvetenskap och teknik

Mer om författaren

Alan Simon is the managing principal of Thinking Helmet, Inc., the author of 32 books on business technology, and a consultant who’s worked with enterprise and government organizations. His professional focus is business intelligence, analytics, and data warehousing. He also teaches university courses in his specialty areas.

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Innehållsförteckning

Introduction 1Part 1: Getting Started with Data Lakes 5Chapter 1: Jumping into the Data Lake 7Chapter 2: Planning Your Day (and the Next Decade) at the Data Lake 25Chapter 3: Break Out the Life Vests: Tackling Data Lake Challenges 49Part 2: Building the Docks, Avoiding the Rocks 65Chapter 4: Imprinting Your Data Lake on a Reference Architecture 67Chapter 5: Anybody Hungry? Ingesting and Storing Raw Data in Your Bronze Zone 97Chapter 6: Your Data Lake’s Water Treatment Plant: The Silver Zone 121Chapter 7: Bottling Your Data Lake Water in the Gold Zone 139Chapter 8: Playing in the Sandbox 151Chapter 9: Fishing in the Data Lake 159Chapter 10: Rowing End-to-End across the Data Lake 169Part 3: Evaporating the Data Lake into the Cloud 187Chapter 11: A Cloudy Day at the Data Lake 189Chapter 12: Building Data Lakes in Amazon Web Services 199Chapter 13: Building Data Lakes in Microsoft Azure 217Part 4: Cleaning Up the Polluted Data Lake 243Chapter 14: Figuring Out If You Have a Data Swamp Instead of a Data Lake 245Chapter 15: Defining Your Data Lake Remediation Strategy 259Chapter 16: Refilling Your Data Lake 283Part 5: Making Trips to the Data Lake a Tradition 297Chapter 17: Checking Your GPS: The Data Lake Road Map 299Chapter 18: Booking Future Trips to the Data Lake 325Part 6: The Part of Tens 333Chapter 19: Top Ten Reasons to Invest in Building a Data Lake 335Chapter 20: Ten Places to Get Help for Your Data Lake 341Chapter 21: Ten Differences between a Data Warehouse and a Data Lake 345Index 351