Linear Algebra Courses and Certifications

Matrix Algebra for Engineers

725 reviews

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices.

• Coursera
• 19 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Introduction to Linear Models and Matrix Algebra

12 reviews

Harvard's 4-week online course explores linear models and matrix algebra using R programming. Ideal for statisticians and biologists, it forms part of two professional certificates.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra - Foundations to Frontiers

14 reviews

Explore linear algebra with a unique, visual approach by The University of Texas at Austin. Learn matrix operations, linear transformations, and more in a 15-week course.

• edX
• 15 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Differential Equations for Engineers

318 reviews

This course is about differential equations and covers material that all engineers should know. Both basic theory and applications are taught.

• Coursera
• 1 day 2 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: Linear Algebra

9 reviews

Imperial College London offers a 5-week course on Linear Algebra, focusing on its application in machine learning. Learn to work with vectors, matrices, and implement concepts in Python.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning (Spring 2018)

3 reviews

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• On-Demand
• Free Online Course

Linear Algebra: Linear Systems and Matrix Equations

31 ratings at Coursera

This is the first course of a three course specialization that introduces the students to the concepts of linear algebra, one of the most important and basic areas of mathematics, with many real-life applications. This foundational material provides bot…

• Coursera
• 10 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

20 ratings at Coursera

This course is the second course in the Linear Algebra Specialization. In this course, we continue to develop the techniques and theory to study matrices as special linear transformations (functions) on vectors. In particular, we develop techniques to ma…

• Coursera
• 14 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Linear Algebra: Orthogonality and Diagonalization

12 ratings at Coursera

This is the third and final course in the Linear Algebra Specialization that focuses on the theory and computations that arise from working with orthogonal vectors. This includes the study of orthogonal transformation, orthogonal bases, and orthogonal tr…

• Coursera
• 9 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Linear Algebra from Elementary to Advanced

This specialization is a three course sequence that will cover the main topics of undergraduate linear algebra. Defined simply, linear algebra is a branch of mathematics that studies vectors, matrices, lines and the areas and spaces they create. These co…

• Coursera
• On-Demand
• Paid Course
• 3 courses

Linear Algebra (Fall 2011)

1 review

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours
• On-Demand
• Free Online Course

MIT - A 2020 Vision of Linear Algebra, Spring 2020

1 review

Explore linear algebra with MIT's Gilbert Strang, focusing on matrices, orthogonal vectors, eigenvalues, and more. Expect 1-2 hours of material.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Engineering Mathematics: Linear Algebra and ODEs, Fall 2014

MIT's online offering provides an introduction to linear algebra and ordinary differential equations, with a focus on numerical solutions.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

Microcredential

Applications of Linear Algebra

1 review

Explore linear algebra applications with Georgia Tech's 6-week program. Learn about determinants, eigenvalues, eigenvectors, and symmetric matrices, useful in data science and machine learning.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• $398.00
• 2 courses

Linear Algebra III: Determinants and Eigenvalues

5 ratings at edX

This course takes you through roughly three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)