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Data Modeling and Optimization with Apache Hive

Overview

Skills Needed

Learn to model data effectively with Apache Hive. Explore normalization techniques, denormalization strategies, and performance optimization with Hive.

  • Basic knowledge of data modeling concepts
  • Familiarity with optimization techniques

Outline

  • Introduction to Data Modeling
  • Normalization and Denormalization
  • Dimensional Modeling with Hive
  • Star and Snowflake Schemas
  • Indexing and Partitioning Strategies
  • Optimizing Hive Queries
  • Materialized Views in Hive
  • Query Caching Techniques
  • Data Compression and Storage Formats
  • Best Practices for Data Modeling with Hive
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