Linear Algebra for Data Science Using Python

Description

In this course, you will learn :

• Python can be used to solve vector equations.
• Use linear algebra concepts such as matrix inverse, row reduction, and eigenvalues and eigenvectors.
• Make use of regression models.
• Analyze data, create a regression model, and make predictions using linear algebra.

Syllabus :

• Introduction to Linear Algebra and Python
• Fundamental Linear Algebra Concepts with Python
• Building Regression Models with Linear Algebra
• Capstone: Data Science Problem in Linear Algebra Framework