Cost Analysis with Presto COST IT Module Training Course
Presto serves as a distributed query engine designed for big data analytics. It enables users to natively query data, access information from various systems, and perform additional tasks seamlessly.
This instructor-led, live training (available online or onsite) is tailored for intermediate-level data scientists aiming to master the COST IT module of Presto for effective cost analysis.
Upon completion of this training, participants will be capable of:
- Grasping the core concepts of Presto and its significance within big data analytics.
- Developing proficiency in using the Presto COST IT module for cost analysis.
- Enhancing Presto queries to boost performance and optimize resource utilization.
- Recognizing and applying cost-based optimizations within Presto.
- Diagnosing and resolving common performance and cost-related challenges in Presto.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practical practice.
- Hands-on implementation in a live-lab setting.
Course Customization Options
- For customized training options for this course, please contact us to arrange.
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)
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.
Angelito Aguilar - Metrobank
Course - Introduction to SQL Server 2012 Integration Services (SSIS)
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