About this Course

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Intermediate Level

Calculus, linear algebra, and probability theory.

Approx. 45 hours to complete
English

Skills you will gain

Linear ModelR ProgrammingStatistical Modelregression
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.
Intermediate Level

Calculus, linear algebra, and probability theory.

Approx. 45 hours to complete
English

Offered by

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University of Colorado Boulder

Start working towards your Master's degree

This course is part of the 100% online Master of Science in Data Science from University of Colorado Boulder. If you are admitted to the full program, your courses count towards your degree learning.

Syllabus - What you will learn from this course

Week
1

Week 1

8 hours to complete

Introduction to Statistical Models

8 hours to complete
8 videos (Total 82 min)
Week
2

Week 2

8 hours to complete

Linear Regression Parameter Estimation

8 hours to complete
9 videos (Total 134 min)
Week
3

Week 3

9 hours to complete

Inference in Linear Regression

9 hours to complete
8 videos (Total 122 min), 1 reading, 5 quizzes
Week
4

Week 4

6 hours to complete

Prediction and Explanation in Linear Regression Analysis

6 hours to complete
6 videos (Total 82 min)

About the Statistical Modeling for Data Science Applications Specialization

Statistical Modeling for Data Science Applications

Frequently Asked Questions

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