Basic linear algebra methods including basic matrix/vector operations, solution of linear systems of equations, eigenvalues, and singular values. Focus will be on applications of the methods on a ...

The same thing would be true for the first function above, f(x) = x²: n² would equal n.This would be a weird mathematics indeed (there are algebras in which this happens for some nonunit ...

At its most basic, linear algebra uses equations in the form “y=mx+b” to describe the shape of a line on a graph. At the risk of inducing high school flashbacks, remember that “m ...

Linear regression is the simplest form of machine learning prediction. Linear regression works well when the source data is linear, meaning the relationship between predictor variables and the target ...

But the basic definition of linearity holds for much more complicated equations, ... While linear functions are easy enough to define, the term “nonlinear” takes in everything else.

Python allows free creation of plots, unlike expensive, stagnant graphing calculators. Import NumPy and Matplotlib for basic linear and polynomial plots in Python. Seaborn lets you make ...