About this Course

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Learner Career Outcomes

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started a new career after completing these courses

22%

got a tangible career benefit from this course

13%

got a pay increase or promotion
Shareable Certificate
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Flexible deadlines
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Approx. 54 hours to complete
English

What you will learn

  • Use regression analysis, least squares and inference

  • Understand ANOVA and ANCOVA model cases

  • Investigate analysis of residuals and variability

  • Describe novel uses of regression models such as scatterplot smoothing

Skills you will gain

Model SelectionGeneralized Linear ModelLinear RegressionRegression Analysis

Learner Career Outcomes

18%

started a new career after completing these courses

22%

got a tangible career benefit from this course

13%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 54 hours to complete
English

Offered by

Placeholder

Johns Hopkins University

Syllabus - What you will learn from this course

Content RatingThumbs Up92%(11,348 ratings)Info
Week
1

Week 1

13 hours to complete

Week 1: Least Squares and Linear Regression

13 hours to complete
9 videos (Total 74 min), 11 readings, 4 quizzes
Week
2

Week 2

11 hours to complete

Week 2: Linear Regression & Multivariable Regression

11 hours to complete
10 videos (Total 70 min), 5 readings, 4 quizzes
Week
3

Week 3

14 hours to complete

Week 3: Multivariable Regression, Residuals, & Diagnostics

14 hours to complete
14 videos (Total 168 min), 5 readings, 5 quizzes
Week
4

Week 4

16 hours to complete

Week 4: Logistic Regression and Poisson Regression

16 hours to complete
7 videos (Total 95 min), 6 readings, 6 quizzes

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