In this course, you'll learn how to distinguish between the different types of regression models. You will apply the Method of Least Squares to a dataset by hand and using Python. In addition, you will learn how to employ a linear regression model to identify scenarios. Let's get started!
This course is part of the Linear Algebra for Data Science Using Python Specialization
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Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 3 of 4 in the
Beginner Level
Approx. 6 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessFlexible 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.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 3 of 4 in the
Beginner Level
Approx. 6 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessOffered by
Syllabus - What you will learn from this course
2 hours to complete
Introduction to Regression Models
2 hours to complete
8 videos (Total 36 min), 1 reading, 3 quizzes
2 hours to complete
Using the Method of Least Squares
2 hours to complete
2 videos (Total 11 min)
1 hour to complete
Using Linear Regression Models
1 hour to complete
2 videos (Total 12 min)
1 hour to complete
Using Linear Regression Model
1 hour to complete
2 videos (Total 10 min)
About the Linear Algebra for Data Science Using Python Specialization

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