Cost Analysis with Presto COST IT Module Training Course
Presto is a distributed query engine designed for big data analytics. With Presto, users can natively query data, access information from multiple systems, and perform advanced analytics efficiently.
This instructor-led, live training (available online or on-site) is tailored for intermediate-level data scientists who wish to master the use of Presto's COST IT module for cost analysis.
By the end of this training, participants will be able to:
- Grasp the core concepts of Presto and its role in big data analytics.
- Develop proficiency in leveraging Presto's COST IT module for effective cost analysis.
- Optimize Presto queries to enhance performance and resource efficiency.
- Identify and apply cost-based optimization strategies within Presto.
- Diagnose and resolve common performance and cost-related challenges in Presto.
Course Format
- Interactive lectures and group discussions.
- Extensive exercises and practical practice sessions.
- Hands-on implementation in a live lab environment.
Customisation Options
- To request a customised training session for this course, please contact us to make arrangements.
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
- Prior experience with SQL
Target Audience
- Data Scientists
Open Training Courses require 5+ participants.
Cost Analysis with Presto COST IT Module Training Course - Booking
Cost Analysis with Presto COST IT Module Training Course - Enquiry
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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.
Angelito Aguilar - Metrobank
Course - Introduction to SQL Server 2012 Integration Services (SSIS)
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