Data Lakes For Dummies. Alan R. Simon
Чтение книги онлайн.

Читать онлайн книгу Data Lakes For Dummies - Alan R. Simon страница 3

Название: Data Lakes For Dummies

Автор: Alan R. Simon

Издательство: John Wiley & Sons Limited

Жанр: Базы данных

Серия:

isbn: 9781119786184

isbn:

СКАЧАТЬ Establishing Timelines Defining Your Critical Success Factors Chapter 16: Refilling Your Data Lake The Three S’s: Setting the Stage for Success Refining and Enriching Existing Raw Data Making Better Use of Existing Refined Data Building New Pipelines with Newly Ingested Raw Data

      9  Part 5: Making Trips to the Data Lake a Tradition Chapter 17: Checking Your GPS: The Data Lake Road Map Getting an Overhead View of the Road to the Data Lake Assessing Your Current State of Data and Analytics Putting Together a Lofty Vision Building Your Data Lake Architecture Deciding on Your Kickoff Activities Expanding Your Data Lake Chapter 18: Booking Future Trips to the Data Lake Searching for the All-in-One Data Lake Spreading Artificial Intelligence Smarts throughout Your Data Lake

      10  Part 6: The Part of Tens Chapter 19: Top Ten Reasons to Invest in Building a Data Lake Supporting the Entire Analytics Continuum Bringing Order to Your Analytical Data throughout Your Enterprise Retiring Aging Data Marts Bringing Unfulfilled Analytics Ideas out of Dry Dock Laying a Foundation for Future Analytics Providing a Region for Experimentation Improving Your Master Data Efforts Opening Up New Business Possibilities Keeping Up with the Competition Getting Your Organization Ready for the Next Big Thing Chapter 20: Ten Places to Get Help for Your Data Lake Cloud Provider Professional Services Major Systems Integrators Smaller Systems Integrators Individual Consultants Training Your Internal Staff Industry Analysts Data Lake Bloggers Data Lake Groups and Forums Data-Oriented Associations Academic Resources Chapter 21: Ten Differences between a Data Warehouse and a Data Lake Types of Data Supported Data Volumes Different Internal Data Models Architecture and Topology ETL versus ELT Data Latency Analytical Uses Incorporating New Data Sources User Communities Hosting

      11  Index

      12  About the Author

      13  Connect with Dummies

      14  End User License Agreement

      List of Tables

      1 Chapter 1TABLE 1-1 Data Lake Zones

      2 Chapter 2TABLE 2-1 Matching Analytics and Business Questions

      3 Chapter 9TABLE 9-1 Hospital Data Lake Permissions

      4 Chapter 13TABLE 13-1 ADLS Storage Tiers

      5 Chapter 15TABLE 15-1 Data Lake Remediation PrioritiesTABLE 15-2 Defining Data Lake Remediation Success

      6 Chapter 17TABLE 17-1 Your Five-Phase A LAKE Data Lake Road MapTABLE 17-2 A LAKE Confirmation Loopbacks

      List of Illustrations

      1 Chapter 1FIGURE 1-1: A logically centralized data lake with underlying physical decentra...FIGURE 1-2: Cloud-based data lake solutions.FIGURE 1-3: Different types of data in your data lake.FIGURE 1-4: Source applications feeding data into your data lake.

      2 Chapter 2FIGURE 2-1: The vision of an enterprise data warehouse.FIGURE 2-2: The reality of numerous stand-alone data marts.FIGURE 2-3: Using a data lake to retire data marts.FIGURE 2-4: Leaving a data mart intact and alongside your data lake.FIGURE 2-5: Incorporating a data mart into your data lake.FIGURE 2-6: Migrating your data warehouse into your new data lake.FIGURE 2-7: A data СКАЧАТЬ