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It's Your Data, Master It.
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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