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Logistic Regression using SAS - Indepth Predictive Modeling
Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo
This Course Includes
udemy
4.3 (1.1K reviews )
17h 57m 
english
Online - Self Paced
professional certificate
Udemy
About Logistic Regression using SAS - Indepth Predictive Modeling
What is this course all about?
This course is all about credit scoring / logistic regression model building using SAS. It explains There course promises to explain concepts in a crystal clear manner. It goes through the practical issue faced by analyst. Some of the discussion item would be
How to clarify objective and ensure data sufficiency?
How do you decide the performance window?
How do you perform data treatment
How to go for variable selection? How to deal with numeric variables and character variables?
How do you treat multi collinerity scientifically?
How do you understand the strength of your model?
How do you validate your model?
How do you interpret SAS output and develop next SAS code accordingly?
Step by step workout - model development on an example data set
What kind of material is included?
It consists of video recording of screen (audio visual screen capture), pdf of presentations, Excel data for workout, word document containing code and Excel document containing step by step model development workout details
How long the course will take to complete?
Approximately 30 hours
How is the course structured?
It has seven sections, which step by step explains model development
Why Take this course?
The course is more intended towards students / analytics professionals to
Get crystal clear understanding
Get jobs in this kind of work by clearing interview with confidence
Be successful at their statistical or analytical profession due to the quality output they produce
What You Will Learn?
- Learn model development .
- Understand the science behind model development .
- Understand the SAS program required for various steps .
- Get comfortable with interpretation of SAS program output .
- See the step by step model development.