Advanced Linear Models for Data Science 1: Least Squares

Welcome to Advanced Linear Models of Data Science Class 1: Less Squares. This class introduces least squares from both a mathematical and linear algebraic perspective. These are the things you should know before you start the class:

- Basic understanding of multivariate calculus and linear algebra. A basic understanding of statistics, regression models and other statistical concepts. - A basic understanding of proof-based mathematics. Basic knowledge of R programming language. Students will gain a solid foundation in linear algebraic regression modeling after taking this course. This course will enhance the knowledge of applied data scientists about regression models.