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Linear Regression and Modeling

Linear Regression and Modeling

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Course Highlights

  • 9 Hours of E-learning content, tests etc

  • SKILLS YOU WILL GAIN: Statistics, Linear Regression, R Programming & Regression Analysis

  • 45% Individuals got a tangible career benefit from this course

  • Offered by Duke University

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Mode of learning: Online self study

Course Overview

What are the course deliverables ?
  • Shareable Certificates

  • Self-Paced Learning Option

  • Course Videos & Readings

  • Practice Quizzes

  • Graded Assignments with Peer Feedback

  • Graded Quizzes with Feedback

  • Graded Programming Assignments

More about this course
  • This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio.

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