Introduction to Linear Models and Matrix Algebra-Podcast
- Linear Models Course - Matrix Algebra Tutorial - Introduction to Linear Algebra - Data Science Math Course - Machine Learning Foundations - Statistics and Linear Models - Mathematical Foundations for Data Science - Linear Regression Course - Matrix Oper
Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this introductory data analysis course, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. We perform statistical inference on these differences. Throughout the course, we will use the R programming language.