Creator: Johns Hopkins University
Category: Software > Computer Software > Educational Software
Topic: Data Science, Probability and Statistics
Tag: applied, Data, data science, models, regression
Availability: In stock
Price: USD 29.00
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: – A basic understanding of linear algebra and multivariate calculus. – A basic understanding of statistics and regression models. – At least a little familiarity with proof based mathematics. – Basic knowledge of the R programming language.
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After taking this course, students will have a firm foundation in a linear algebraic treatment of regression modeling. This will greatly augment applied data scientists' general understanding of regression models.