Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following:
This course is part of the Advanced Statistics for Data Science Specialization
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Course 4 of 4 in the
Advanced Level
Approx. 5 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.
Course 4 of 4 in the
Advanced Level
Approx. 5 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 and expected values
2 hours to complete
7 videos (Total 38 min), 3 readings, 1 quiz
1 hour to complete
The multivariate normal distribution
1 hour to complete
4 videos (Total 31 min), 2 readings, 1 quiz
1 hour to complete
Distributional results
1 hour to complete
8 videos (Total 60 min), 1 reading, 1 quiz
1 hour to complete
Residuals
1 hour to complete
4 videos (Total 32 min), 2 readings, 1 quiz
Reviews
- 5 stars67.44%
- 4 stars23.25%
- 3 stars5.81%
- 2 stars2.32%
- 1 star1.16%
TOP REVIEWS FROM ADVANCED LINEAR MODELS FOR DATA SCIENCE 2: STATISTICAL LINEAR MODELS
by RLJan 13, 2023
Great !!! Learning time and I enjoy the math side of it...
by MLJan 30, 2017
Good course on applied linear statistical modeling.
by PPOct 12, 2019
It is a very good course for any statistics to learn and have a sweet tastes of math and its behind functionality on data.
by SJAug 6, 2020
This course is very powerfull for statistical linear
About the Advanced Statistics for Data Science Specialization

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