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Advanced Data Processing with Apache Arrow

Overview

Skills Needed

This advanced course explores advanced data processing concepts and techniques using Apache Arrow.

  • Proficiency in Apache Arrow basics
  • Understanding of data processing workflows

Outline

  • Advanced Data Serialization and Deserialization
  • Columnar Data Storage and Retrieval
  • Parallel and Distributed Processing with Arrow
  • Vectorized Operations and SIMD Optimization
  • Memory Pooling and Buffer Management
  • Schema Evolution and Versioning
  • Real-time Streaming Data Processing
  • Integrating Arrow with Big Data Platforms
  • High-performance Computing with Arrow
  • Real-world Use Cases and Best Practices
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