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Designing cloud data platforms /

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Well-designed pipelines, storage systems and APIs eliminate the complicated scaling and maintenance required with on-prem data centers. Once you learn the patterns for designing cloud data platforms, you'll maximize performance no matter which cloud vendor you use. In Designing cloud data pla...

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Bibliographic Details
Main Authors: Zburivsky, Danil (Author), Partner, Lynda (Author)
Format: Book
Language:English
Published: Shelter Island, New York : Manning Publications, [2021]
Subjects:
Database design.
Cloud computing.
Database management.
Data mining.
Table of Contents:
  • 1. Introducing the data platform
  • 2. Why a data platform and not just a data warehouse
  • 3. Getting bigger and leveraging the big 3: Amazon, Microsoft Azure, and Google
  • 4. Getting data into the platform
  • 5. Organizing and processing data
  • 6. Real-time data processing and analytics
  • 7. Metadata layer architecture
  • 8. Schema management
  • 9. Data access and security
  • 10. Fueling business value with data platforms.