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LifestyleLogistic Regression using SAS - Indepth Predictive Modeling (Udemy.com)
Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo
Created by: Gopal Prasad Malakar
Last updated November 2025
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
How it compares
Against the other 371 rated Udemy courses in Data Analysis on CourseDuck:
- Rating4.3 out of 5higher than 21% of them
- Reviews1,151#132 of 372 by number of reviews
- Length18.2 hourslonger than 90% of them
- Last updatedNovember 2025more recently than 52% of them
Course Description
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
Udemy Discount
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Instructor Details
- 4.3 Rating
1,151 Reviews
Gopal Prasad Malakar
I am the Founder & CEO of ProData Science AI Consultancy Pvt. Ltd. and an analytics leader with 25+ years of industry experience in Data Science, Artificial Intelligence, Machine Learning, Business Analytics, Decision Strategy, and Enterprise Data Strategy.
Throughout my career, I have focused on one mission: turning data into measurable business value. My experience spans building predictive models, designing enterprise analytics platforms, developing scorecards, forecasting business performance, and helping organizations make better data-driven decisions.
I am also the creator of Extreme-ML—an AI-powered Zero Code, Zero Prompt analytics platform that enables users to perform sophisticated analytics and machine learning without programming or prompt engineering. The platform combines advanced automation, statistical rigor, and AI-guided workflows to make enterprise-grade analytics accessible to everyone.
Teaching is my passion. I believe that training is successful only when learners can confidently apply concepts to solve real business problems. Every course I create is designed to explain not only how techniques work, but why they work, when they should be used, and how they create business impact. My goal is to bridge the gap between academic concepts and practical industry application.
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Reviews
By Elvy Manun'Ebo on 10/25/2021
My honest opinion: It is clear that the tutor knows about credit risk modelling. However, I think the tutor has struggled to communicate this knowledge: The approach of introducing the concepts then a practical example did not work well as the concepts were often poorly explained followed by bad examples. In general, it did not flow very well. I live in the UK and the tutor, by the sound of his accent and the examples, is based in India. For some reason, Udemy keeps presenting me with courses where the tutor is based in India, despite popularity of the courses I am interested in. This bias, does not reflect well on Udemy. I am more inclined to seek alternative sources of learning new skills. Regards Elvy
By Abburi Jagadeesh on 12/30/2020
Thanks for putting such a wonderful course for us, This course is really helpful to those who start their career in credit risk and want to gain knowledge, but the biggest missing part I felt was live coding, live coding makes this course more and more helpful though it consumes time. Thanks
By Anurag Sundarka on 11/8/2020
A bit too theoritical at times. But overall a great start!
By Megha on 10/5/2020
Good way of explaining introduction
By James Malone on 9/18/2020
A little overwhelming
By Christopher S Bennett on 9/16/2020
Great instructor and excellent content!
By Bhaveshwari Malvankar on 8/5/2020
Excellent!!!Thank you for a great course. Example, Code & explaination given at each step helps to understand the concept better. Very well presentation and concept clarity. This has more than met my expectations. I highly recommend this course for the professionals and students.
By Prem Yallamalli on 7/7/2020
Excellent
By Sumit Bijoy Bhowmick on 7/3/2020
The instructor is really thorough in explaining all the small details in the process. One must follow his instructions well. I previously attended one training session on the same topic in a classroom scenario and then later on e-learning on the SAS site. I would say when compared to both, this lecture has been more detailed in explaining why a particular step was undergone.
By Stefano Terzoni on 6/27/2020
Very good course. Extensive coverage of the subject, step-by-step explanation, 108 lessons with practical focus on analysis and interpretation.
By Primrose Mukhethwa Ramukhuvhathi on 6/24/2020
I'm not even half way done with the course but I think it is safe to say this is the best SAS-Predictive modelling course out there.. I am still on section 4 but I have learnt so much already and I cant wait to finish the course. This course deserves 10/5 stars
By Thanooz Meka on 6/23/2020
it is good so far.
Quality Score
No CourseDuck member has rated this course yet. Taken it? Give each part a thumbs up or down.
Overall Score : 86 / 100
- Video Duration:
18.2h - Price: $13.99
- Provider: Udemy
- Updated:
November 2025 - Level:
All Levels - Language:
English - Certificate:
Yes
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