"Datasets (and in some cases replication scripts) are available for several popular econometrics textbooks, as shown in the table below.... the .tar.gz and .zip files are compressed archives that are usable on any operating system. Notes on installing the files can be found beneath the table."
As you will see in this Lesson we will use some instruments of Algebra. It would be nice if you could review the basic concepts, perhaps using the following links: matrices and vectors, linear equations, matrix operations (addition, subtraction and multiplication), inverse of a matrix.