Course Outline
Introduction
SAS in Depth
- SAS data sets
- SAS variables
- SAS libraries
- SAS code structure
Preparing the Development Environment
- Installing and configuring SAS Studio
- Installing and configuring WPS
Data management in SAS
- Importing data
- Exporting data
- Creating variables and calculations
- Filtering observations
- Creating conditionals and loops
- Merging data sets
- Using statements
- Cleaning data
Arrays and Functions
- Recording new variables with loops
- Constructing new variables
- Using built in SAS functions
- Combining raw data files
Data Visualization
- Creating a bar chart
- Creating a scatter plot
- Creating a pie graph
- Overlaying plots
Statistics Analysis
- Reporting data
- Using linear regressions
- Using multiple regressions
- Interpreting data
- Making predictions
SAS SQL
- SAS SQL syntax
- Using clauses and statements
- Working with columns and rows
- Working with tables
SAS Index
- Testing with data sets
- Using PROC
- Creating, updating, and applying an index
SAS Macro
- 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
- Experience with navigating folder structures
Audience
- Data Analysts
Testimonials (4)
Podstawowe informacje pozwalajae na samodzielne rozpoczęcie pracy i uwagi dot. optymalizacji podejścia
Robert Kaźmierczak
Course - Microsoft Office Excel - moduł Business Intelligence
All the examples used and the lecturing style was on point even for a begginer i was able to understand and the training was so patient and always willing to go extra mile when in need of assistance.
Mathipa Chepape - Vodacom
Course - Big Data Business Intelligence for Telecom and Communication Service Providers
the personalized part during which I was able to work on my project and directly apply the elements of the training
Caroline - Schreder
Course - Power BI Dashboards
Machine Translated
Do aprendizado, conseguir colocar em prática os exercícios propostos.