Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. 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
Offered By
About this Course
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- Statistics
- Linear Regression
- R Programming
- Linear Algebra
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Syllabus - What you will learn from this course
Background
One and two parameter regression
Linear regression
General least squares
Reviews
- 5 stars60.69%
- 4 stars26.58%
- 3 stars8.09%
- 2 stars3.46%
- 1 star1.15%
TOP REVIEWS FROM ADVANCED LINEAR MODELS FOR DATA SCIENCE 1: LEAST SQUARES
Very thorough and rigorous. A great review for me.
Good course. Quite hard. Linear algebra should be your second language as it is assumed to be mastered. Exams should include some personal work.
The course is interesting; but is more theoretical in nature than applied.
Great refresher of linear algebra
understood many things about linear models that I just knew superficially from its cores
About the Advanced Statistics for Data Science Specialization

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