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Approximate Query Processing with Apache Datasketches

Overview

Skills Needed

Become proficient in approximate query processing techniques using Apache Datasketches. This course covers designing, implementing, and optimizing queries for large datasets.

  • Basic knowledge of query processing concepts
  • Familiarity with data analysis

Outline

  • Introduction to Approximate Query Processing
  • Designing Approximate Queries
  • Implementing Queries with Datasketches
  • Optimizing Query Performance
  • Handling Large Datasets
  • Data Aggregation and Summarization
  • Error Handling and Debugging
  • Monitoring and Logging Queries
  • Security Considerations for Queries
  • Best Practices

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