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Scalable Data Analytics with Apache Arrow

Overview

Skills Needed

This course focuses on leveraging Apache Arrow for scalable data analytics solutions. Participants will learn to design, deploy, and manage scalable analytics architectures using Arrow features.

  • Proficiency in Apache Arrow basics
  • Understanding of data analytics scalability concepts

Outline

  • Introduction to Scalable Data Analytics
  • Designing Scalable Analytics Architectures
  • Distributed Data Processing with Arrow
  • Parallel Computing and Task Distribution
  • Data Partitioning and Parallel Execution
  • Scaling Analytics for Large-scale Data Sets
  • Performance Optimization Techniques
  • High Availability and Fault Tolerance
  • Integrating Arrow with Big Data Frameworks
  • Real-world Scalability Scenarios and Best Practices
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