Cost Analysis with Presto COST IT Module Training Course
Presto is a distributed query engine designed for big data analytics. It enables users to natively query data, access information from multiple systems, and perform various other analytical tasks.
This instructor-led live training, available both online and onsite, is designed for data scientists with intermediate skills who want to learn how to leverage the COST IT module in Presto for cost analysis.
Upon completion of this training, participants will be able to:
- Grasp the core concepts of Presto and its significance in big data analytics.
- Develop competence in utilizing Presto's COST IT module for conducting cost analysis.
- Enhance Presto query performance and optimize resource usage.
- Identify and apply cost-based optimizations within Presto.
- Diagnose and address common performance and cost-related challenges in Presto.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Practical implementation in a live laboratory environment.
Customization Options
- For tailored training arrangements, please contact us.
Course Outline
Introduction
- Overview of Presto and its architecture
- Introduction to the COST IT module
Cost Analysis
- Understanding cost analysis in big data environments
- Cost factors and considerations in Presto
Query Optimization
- Presto query optimization techniques
- Analyzing query execution plans
- Identifying performance bottlenecks
- Leveraging Presto's optimization features
- Cost estimation and analysis for queries
Cost-Based Optimizations and Best Practices
- Introduction to cost-based optimizations
- Implementing cost-based join optimizations
- Partition pruning and predicate pushdown techniques
- Dynamic filtering and query rewriting
- Managing costs and resource allocation
- Troubleshooting performance and cost-related issues
Summary and Next Steps
Requirements
- Experience with SQL
Audience
- Data Scientists
Open Training Courses require 5+ participants.
Cost Analysis with Presto COST IT Module Training Course - Booking
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Testimonials (2)
personalised to our understanding and data
Vincent Long - ASSMANG PTY LTD
Course - Business Intelligence with SSAS
The training instruments provided.
- UNIFI
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