Logistic Regression using SAS - Indepth Predictive Modeling (Udemy.com)

Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo

( 160 Reviews )

Created by: Gopal Prasad Malakar

Produced in 2019

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

Quality Score

Content Quality

Video Quality

Qualified Instructor

Course Pace

Course Depth & Coverage

Overall Score : 86 / 100

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 Who this course is for:
StudentsAnalysts / Analytics professionalModelers / Statisticians

Time: 13.5h

Instructor Details

Gopal Prasad Malakar

4.3 Rating
160 Reviews

I am a seasoned Analytics professional with 18+ years of professional experience. I have industry experience of impactful and actionable analytics, data science, decision strategy and enterprise wise data strategy.
I am a keen trainer, who believes that training is all about making users understand the concepts. If students remain confused after the training, the training is useless. I ensure that after my training, students (or partcipants) are crystal clear on how to use the learning in their business scenarios.
My expertise is in Credit Card Business, Scoring (econometrics based model development), score management, loss forecasting, business intelligence systems like tableau /SAS Visual Analytics, MS access based database application development, Enterprise wide big data framework and streaming analysis.
Please refer to my course for
- SAS / Rprogram details (syntax and options)
- SAS / R output deep dive
- Practical usage in Industrial situation

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Reviews

4.3

160 total reviews

5 star 4 star 3 star 2 star 1 star

Write a Review

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