Data Lakes For Dummies

ISBN-13: 9781119786160 / Angielski / Miękka / 2021 / 384 str.

Alan R. Simon

Spis treści

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

O autorze

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.