Course Outline
Introduction
In-Depth SAS Concepts
- SAS datasets
- SAS variables
- SAS libraries
- SAS code structure
Setting Up the Development Environment
- Installation and configuration of SAS Studio
- Installation and configuration of WPS
Data Management in SAS
- Data import procedures
- Data export procedures
- Variable creation and calculations
- Filtering observations
- Implementing conditionals and loops
- Merging datasets
- Utilizing statements
- Data cleaning techniques
Arrays and Functions
- Generating new variables using loops
- Constructing new variables
- Applying built-in SAS functions
- Combining raw data files
Data Visualization
- Building bar charts
- Building scatter plots
- Building pie graphs
- Overlaying multiple plots
Statistical Analysis
- Data reporting
- Application of linear regressions
- Application of multiple regressions
- Data interpretation
- Making predictions
SAS SQL
- SAS SQL syntax
- Utilizing clauses and statements
- Managing columns and rows
- Working with tables
SAS Indexing
- Testing with datasets
- Using PROC
- Creating, updating, and applying indexes
SAS Macros
- Utilizing macro variables
- Utilizing macro functions
- Creating Macros
- Debugging and storing Macros
Predictive Modeling
- Application of linear regressions
- Application of multiple regressions
- Evaluating data patterns
- Using input variables
- Working with PROC MI
Summary and Conclusion
Requirements
- Familiarity with navigating folder structures
Target Audience
- Data Analysts
Testimonials (3)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
he was well prepared - and he is very sympathetic
Oliver - Post CH AG
Course - Splunk Fundamentals
lots of pratical exercises
