About this Course

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100% online
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Intermediate Level

Calculus, linear algebra, and probability theory.

Approx. 42 hours to complete
English

Skills you will gain

  • Calculus
  • and probability theory.
  • Linear Algebra
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.
Intermediate Level

Calculus, linear algebra, and probability theory.

Approx. 42 hours to complete
English

Offered by

Placeholder

University of Colorado Boulder

Start working towards your degree

This Course is part of an online degree program offered by the University of Colorado Boulder. When you enroll in a for-credit non-degree course through the university and complete it online, it counts as credit hours towards a degree at CU-Boulder. All you have to do is apply through the university.

Syllabus - What you will learn from this course

Week
1
Week 1
12 hours to complete

An Introduction to Generalized Linear Models Through Binomial Regression

12 hours to complete
7 videos (Total 75 min), 3 readings, 7 quizzes
Week
2
Week 2
9 hours to complete

Models for Count Data

9 hours to complete
7 videos (Total 83 min)
Week
3
Week 3
9 hours to complete

Introduction to Nonparametric Regression

9 hours to complete
6 videos (Total 66 min)
Week
4
Week 4
12 hours to complete

Introduction to Generalized Additive Models

12 hours to complete
6 videos (Total 81 min), 1 reading, 4 quizzes

About the Statistical Modeling for Data Science Applications Specialization

Statistical Modeling for Data Science Applications

Frequently Asked Questions

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