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Course Outline
Introduction
- Overview of Presto and its architecture for government use
- Introduction to the COST IT module for government applications
Cost Analysis
- Understanding cost analysis in big data environments for government operations
- Key cost factors and considerations in Presto for government agencies
Query Optimization
- Techniques for optimizing Presto queries for government use
- Analyzing query execution plans to enhance performance for government applications
- Identifying and addressing performance bottlenecks in government systems
- Leveraging Presto’s optimization features for efficient government operations
- Cost estimation and analysis for queries in a government context
Cost-Based Optimizations and Best Practices
- Introduction to cost-based optimizations for government data processing
- Implementing cost-based join optimizations in government systems
- Partition pruning and predicate pushdown techniques for enhanced efficiency in government operations
- Dynamic filtering and query rewriting to improve performance for government use
- Managing costs and resource allocation for government IT projects
- Troubleshooting performance and cost-related issues in government systems
Summary and Next Steps
Requirements
- Proficiency with SQL for government data management
Audience
- Data Scientists for government agencies
14 Hours
Testimonials (3)
personalised to our understanding and data
Vincent Long - ASSMANG PTY LTD
Course - Business Intelligence with SSAS
The training instruments provided.
- UNIFI
Course - NoSQL Database with Microsoft Azure Cosmos DB
The adjustment made in the lecture/lessons by the trainer once he understood the current SSIS application that we are bound to maintain. The topics became more suitable/usable to us.
