Matrix Algebra Courses and Certifications

Matrix Algebra for Engineers

893 ratings

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 35 minutes
• Self-Paced
• Paid Course

• Best of All Time

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

79 ratings at Coursera

Develop matrix algebra techniques, study determinants, and explore eigenvectors to analyze linear transformations. Apply concepts to Markov chains and Google PageRank algorithm.

• Coursera
• 14 hours 53 minutes
• Self-Paced
• Paid Course

Vector and Matrix Algebra

4 ratings

This tutorial introduces students to essential ideas related to vectors and matrices.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Insights into Mathematics

Arrays and Matrices II - Data Structures in Mathematics Math Foundations

Explore matrices from traditional linear algebra to a novel data structure approach. Learn matrix multiplication, algebra, and a new perspective using pixels and maxels.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Insights into Mathematics

Maxel Algebra II - Data Structures in Mathematics

Exploring maxel algebra as an extension of matrix algebra, focusing on diagonal maxels and their role in projecting and restricting maxels, revealing nested matrix algebra structures.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Linear Algebra: Linear Systems and Matrix Equations

177 ratings at Coursera

Explore linear systems, matrices, and vector equations, gaining foundational skills in linear algebra. Learn to solve and classify linear systems, understand linear transformations, and apply concepts to real-world problems.

• Coursera
• 10 hours 9 minutes
• Self-Paced
• Paid Course

Complexity Explorer

Vector and Matrix Algebra Tutorial

Master fundamental linear algebra concepts including vectors, matrices, determinants, eigenvalues, and their applications in geometric transformations and Markov chains.

• YouTube
• 4 hours 25 minutes
• Self-Paced
• Free Video

Math Sorcerer

Matrix Algebra for Engineers - Don't Be an Engineering Poser, Study Real Math

Discover a powerful book for engineers to master matrix algebra, enhancing mathematical skills crucial for real-world engineering applications and problem-solving.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Mathematics for Engineers: The Capstone Course

9 ratings

Capstone project applying computational fluid dynamics to calculate fluid flow around a cylinder. Includes MATLAB programming assignments and requires prior knowledge in advanced mathematics.

• Coursera
• 9 hours 47 minutes
• Self-Paced
• Paid Course

Career Certificate

Mathematics for Engineers

7802 ratings at Coursera

Comprehensive engineering mathematics program covering matrix algebra, differential equations, vector calculus, and numerical methods, with MATLAB integration for practical problem-solving skills.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Wolfram

What's New in Matrix Algebra Functionality

Discover new matrix and linear algebra features in Wolfram Version 14.3 and preview upcoming enhancements planned for Version 15.0 in 2026.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Isaac Newton Institute for Mathematical Sciences

Bridging the Divide: From Matrix to Tensor Algebra for Optimal Approximation and Compression

Explore tensor algebra and its advantages over matrix-based approaches for data compression and analysis. Learn about novel tensor-tensor products and their applications in various fields.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Matrix Algebra

Master essential matrix algebra concepts, from basic operations to advanced techniques like Gauss elimination, matrix inversion, and Cramer's Rule.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Matrix Algebra

Learn essential matrix algebra concepts, from multiplication to subspaces, with practical applications in linear transformations and data analysis.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Advanced Linear Models for Data Science 1: Least Squares

192 ratings at Coursera

Explore advanced linear algebra and statistics for data science, focusing on least squares regression, matrix algebra, and linear models to enhance your analytical skills and understanding.

• Coursera
• 8 hours 27 minutes
• Self-Paced
• Paid Course