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Course Description

Data modeling has become a pervasive need in today’s business environment. Often the volume of data you need to process goes beyond the capabilities of spreadsheet modeling. When this is the case, the statistical programming language R offers a powerful alternative. With R, you can avoid the cost of standalone statistical packages. Likewise, you don’t need a huge investment in learning the structures required to use a more fully featured programming language.

In this course, you will work through the basic methods of predictive analytics, including generating descriptives, visualization, single and multiple regression, and logistic regression. The benefits of using R for logistic regression are significant, and these are explored in detail. When you have completed this course, you will have gained experience developing R code to solve novel problems in which basic predictive methods are required.

Faculty Author

Chris Anderson

Benefits to the Learner

  • Bring data into working memory within an R integrated development environment (IDE)
  • Create and manipulate basic data structures
  • Generate statistical descriptives and visualizations of a dataset using R
  • Use regression to quantify relationships between variables
  • Quantify relationships between variables when the dependent variable is categorical

Target Audience

  • Analysts
  • Developers
  • Data scientists
  • Functional managers
  • Consultants
  • Any professional that uses data to make business decisions

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in

Type
3 week
Dates
Sep 02, 2020 to Sep 22, 2020
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Oct 14, 2020 to Nov 03, 2020
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Nov 25, 2020 to Dec 15, 2020
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Jan 06, 2021 to Jan 26, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Feb 17, 2021 to Mar 09, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Mar 31, 2021 to Apr 20, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
May 12, 2021 to Jun 01, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Jun 23, 2021 to Jul 13, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Aug 04, 2021 to Aug 24, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Sep 15, 2021 to Oct 05, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Oct 27, 2021 to Nov 16, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
Type
3 week
Dates
Dec 08, 2021 to Dec 28, 2021
Total Number of Hours
24.0
Course Fee(s)
Standard Price $1,380.00
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