Linear Algebra Online Courses & Certifications
Linear algebra is a branch of mathematics that deals with the study of vectors, vector spaces, linear transformations, and systems of linear equations. It provides a framework for understanding and solving problems involving multiple variables and relationships that can be expressed in terms of linear equations.
Linear algebra has numerous applications across various fields, including physics, computer graphics, machine learning, engineering, economics, and more. It provides a powerful toolset for analyzing and solving problems involving linear relationships and transformations, making it a fundamental area of study in mathematics and a cornerstone of many mathematical and computational disciplines.
Data scientists use math as well as coding to create and understand analytics. Whether you want to understand the language of analytics, produce your own analyses, or even build the skills to do machine learning, this Skill Path targets the fundamental math you will need. Learn probability, statistics, linear algebra, and calculus as they are applied to real-world data analysis!
In this unit, we will learn about the fundamentals of linear algebra, including how to perform mathematical operations using matrices and vectors. After learning how to do these operations mathematically, we will implement them in Python using NumPy arrays. To cap off the course, we will apply our knowledge in a project on image transformations.