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Real-time Data Analytics with Impala

Overview

Skills Needed

Learn to perform real-time data analytics with Impala. Explore data ingestion, real-time querying, and data transformation with Impala.

  • Basic knowledge of real-time data analytics concepts
  • Understanding of SQL querying

Outline

  • Introduction to Real-time Data Analytics
  • Data Ingestion Techniques
  • Real-time Querying with Impala
  • Data Transformation and Cleaning
  • Handling Late Data
  • Real-time Data Aggregation
  • Performance Tuning for Real-time Queries
  • Fault-tolerance and Recovery
  • Real-time Data Visualization
  • Best Practices for Real-time Analytics with Impala
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