Using SAS Data Integration Studio to Create Efficient ETL Processes
Duration: 2.0 days
Course fee: $1,150
EPTO units: 2.2
CEUs: 1.2
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This course provides critical ETL performance, tuning, and capacity information for SAS 9 and SAS Data Integration Studio. The course introduces ETL concepts and covers ETL performance topics in depth and with examples as needed.
Learn how to
- analyze and debug ETL flows
- gain efficiency quickly
- set up the system environment
- customize advanced performance techniques.
Who should attend
SAS Data Integration Studio users who want to learn to improve performance of ETL processes
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Prerequisites
Before attending this course, you should have attended the
SAS Programming 1: Essentials course (or have equivalent experience). Knowledge of the SAS macro language is helpful. Also, a good understanding of SAS Data Integration Studio is necessary. This knowledge can be obtained by attending the
Using SAS Data Integration Studio to Build Data Marts from Enterprise Data Sources course.
Course Contents
Tracking Efficiency in ETL Flows
- what is the SAS Intelligence Platform?
- important concepts for SAS Data Integration Studio
- measuring efficiencies
Basic ETL Performance Tuning
- working with intermediate files
- views or physical tables for ETL flows
- data quality considerations
- transformation and column optimization
- status handling and return code check
Working with Data
- keys
- indexes
- data functions
- counting rows
- load techniques
Sorts and Joins
- overview of process intensive tasks
- tuning sort performance
- optimizing join performance
Dimensional Models
- what is a star schema?
- defining slowly changing dimensions
- building the dimensions
- building the fact tables
Working with RDBMs
- optimizing processing with RDBMSs
Optimizing the Physical Environment
- overview
- hardware and memory optimization
- monitoring performance
Software
This course addresses SAS Data Integration Studio, SAS Data Quality Solution, SAS Intelligence Platform. This course addresses SAS Data Integration Studio and uses Base SAS software programming techniques.
Course Materials
Students receive a hardcopy of the course notes.
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