top of page
< Back

Real-time Data Processing with Apache Arrow

Overview

Skills Needed

This course focuses on leveraging Apache Arrow for real-time data processing tasks. Participants will learn to design, deploy, and manage real-time data pipelines using Arrow features.

  • Proficiency in Apache Arrow basics
  • Understanding of real-time data processing concepts

Outline

  • Introduction to Real-time Data Processing
  • Setting up Real-time Data Pipelines with Arrow
  • Streaming Data Ingestion and Processing
  • Real-time Data Transformation and Enrichment
  • Windowing and Aggregation Techniques
  • Handling Late-arriving Data
  • Fault Tolerance and Recovery Mechanisms
  • Performance Optimization for Real-time Processing
  • Integrating Arrow with Streaming Platforms
  • Real-world Use Cases and Best Practices
bottom of page