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Efficient Data Storage with Apache Arrow

Overview

Skills Needed

This course focuses on leveraging Apache Arrow for efficient data storage and retrieval. Participants will learn to design and implement storage solutions using Arrow features.

  • Familiarity with Apache Arrow basics
  • Understanding of data storage concepts

Outline

  • Introduction to Data Storage Optimization
  • Columnar Data Storage Principles
  • Encoding Techniques and Compression Algorithms
  • Partitioning and Indexing Strategies
  • Data Access Patterns and Retrieval Methods
  • Delta Encoding and Versioned Storage
  • Data Partitioning and Sharding
  • Distributed Storage Architectures
  • Storage Format Selection Criteria
  • Best Practices for Efficient Data Storage
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