The virtual course "Advanced Linear Models for Data Science 1: Least Squares - Virtual Course - Coursera" is a course with different contents and offers video classes from . Explore its essential features, and click the orange button for detailed information on the Coursera e-Learning platform.
Welcome to Advanced Linear Models for Data Science Lecture 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before starting the class, make sure you have the following: - A basic understanding of linear algebra and multivariate calculus. - Basic knowledge of statistics and regression models. - At least some familiarity with evidence-based mathematics. - Basic knowledge of the R programming language. After taking this course, students will have a solid foundation in a linear algebraic treatment of regression models. This will greatly increase applied data scientists' overall understanding of regression models.
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