About this Course

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Learner Career Outcomes

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started a new career after completing these courses

23%

got a tangible career benefit from this course

15%

got a pay increase or promotion
Flexible deadlines
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Shareable Certificate
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100% online
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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

20%

started a new career after completing these courses

23%

got a tangible career benefit from this course

15%

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

Offered by

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Johns Hopkins University

Syllabus - What you will learn from this course

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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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