Course Outline
Introduction
Deep Dive into SAS
- SAS datasets
- SAS variables
- SAS libraries
- Structure of SAS code
Setting Up the Development Environment
- Installing and configuring SAS Studio
- Installing and configuring WPS
Data Management in SAS
- Importing data
- Exporting data
- Creating variables and performing calculations
- Filtering observations
- Implementing conditionals and loops
- Merging datasets
- Utilizing statements
- Data cleaning processes
Arrays and Functions
- Generating new variables with loops
- Constructing new variables
- Leveraging built-in SAS functions
- Combining raw data files
Data Visualization
- Creating bar charts
- Creating scatter plots
- Creating pie charts
- Overlapping plots
Statistical Analysis
- Reporting data results
- Applying linear regression
- Applying multiple regression
- Interpreting data insights
- Making predictions
SAS SQL
- SAS SQL syntax
- Using clauses and statements
- Working with columns and rows
- Working with tables
SAS Indexing
- Testing with datasets
- Using PROC procedures
- Creating, updating, and applying indexes
SAS Macros
- Utilizing macro variables
- Utilizing macro functions
- Creating Macros
- Debugging and storing Macros
Predictive Modeling
- Applying linear regression
- Applying multiple regression
- Evaluating data patterns
- Utilizing 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
