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Data Engineering

Data Engineering

Data Engineering



Chapters & topics
i)
  • Foundation and Building Blocks
  • The Data Engineering Lifecycle
  • ii)
  • Designing Good Data Architecture
  • Choosing Technologies Across the Data Engineering Lifecycle
  • iii)
  • Data Generation in Source Systems
  • Storage
  • iv)
  • Ingestion
  • Queries
  • Modelling
  • Transformation
  • v)
  • Serving Data for Analytics
  • Serving Data for Machine Learning
  • Serving Data for Reverse ETL
  • Security and Privacy
  • The Future of Data Engineering
  • Serialization and Compression Technical Details
  • Cloud Networking


  • Reference Book



    Title Author PDF
    Fundamentals of Data Engineering Joe Reis and Matt Housley View
    Learning Spark: Lightning-Fast Data Analytics Jules S. Damji, Brooke Wenig View
    Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale Neha Narkhede, Gwen Shapira & Todd Palino View
    Data Pipelines Pocket Reference James Densmore View
    Data Engineering with Python Paul Crickard View
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