Course Outline
Introduction
Deep Dive into SAS
- SAS datasets
- SAS variables
- SAS libraries
- Structure of SAS code
Setting Up the Development Environment
- Installation and configuration of SAS Studio
- Installation and configuration of WPS
Data Management in SAS
- Importing data
- Exporting data
- Creating variables and calculations
- Filtering observations
- Implementing conditionals and loops
- Merging datasets
- Utilizing statements
- Cleaning data
Arrays and Functions
- Recording new variables via loops
- Constructing new variables
- Employing built-in SAS functions
- Combining raw data files
Data Visualization
- Creating bar charts
- Creating scatter plots
- Creating pie graphs
- Overlaying plots
Statistical Analysis
- Reporting data
- Applying linear regressions
- Applying multiple regressions
- Interpreting data
- Making predictions
SAS SQL
- SAS SQL syntax
- Utilizing clauses and statements
- Working with columns and rows
- Working with tables
SAS Indexing
- Testing with datasets
- Using PROC commands
- Creating, updating, and applying an index
SAS Macros
- Using macro variables
- Using macro functions
- Creating a Macro
- Debugging and storing Macros
Predictive Modeling
- Using linear regressions
- Using 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
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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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
