The course will begin with what is familiar to many business managers and those who have taken the first two courses in this specialization. The first set of tools will explore data description, statistical inference, and regression. We will extend these concepts to other statistical methods used for prediction when the response variable is categorical such as win-don’t win an auction. In the next segment, students will learn about tools used for identifying important features in the dataset that can either reduce the complexity or help identify important features of the data or further help explain behavior.
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Data Modeling and Regression Analysis in Business
University of Illinois at Urbana-ChampaignAbout this Course
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Shareable Certificate
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Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Intermediate Level
Approx. 25 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessFlexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Intermediate Level
Approx. 25 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessSyllabus - What you will learn from this course
8 hours to complete
Module 0: Get Ready & Module 1: Introduction to Analytics and Evolution of Statistical Inference
8 hours to complete
14 videos (Total 93 min), 12 readings, 3 quizzes
6 hours to complete
Module 2: Dating with Data
6 hours to complete
8 videos (Total 63 min), 3 readings, 3 quizzes
6 hours to complete
Module 3: Model Development and Testing with Holdout Data
6 hours to complete
8 videos (Total 66 min), 3 readings, 4 quizzes
6 hours to complete
Module 4: Curse of Dimensionality
6 hours to complete
7 videos (Total 67 min), 3 readings, 3 quizzes
Reviews
- 5 stars59.61%
- 4 stars23.07%
- 3 stars9.61%
- 1 star7.69%
TOP REVIEWS FROM DATA MODELING AND REGRESSION ANALYSIS IN BUSINESS
by ASAug 10, 2019
The course was easy to understand and fun to practice at home which made it exciting and useful at the same time.
by BCAug 21, 2019
this course is easier to understand the statistical modeling, no need to learn the deep algorithm
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