These pages provide a showcase of how to use Python to do computations from linear algebra. We will demonstrate both the NumPy (SciPy) and SymPy packages. This is meant to be a companion guide to a ...

This course provides a practical introduction to linear algebra with a focus on its applications in data science and machine learning. Students will learn essential matrix operations, vector spaces, ...

Scikits are Python-based scientific toolboxes built around SciPy, the Python library for scientific computing. Scikit-learn is an open source project focused on machine learning: classification, ...

Most linear algebra courses start by considering how to solve a system of linear equations. \[ \begin{align} a_{0,0}x_0 + a_{0,1}x_0 + \cdots a_{0,n-1}x_0 & = b_0 ...

Recent alumnus of the Master of Computer Science program (May 2013), Joseph Howse, has just released his book, OpenCV Computer Vision with Python, through Packt Publishing. Joseph's concise and ...