Free Online Linear Algebra Courses & MOOCs

Coursera

University of Michigan

The Finite Element Method for Problems in Physics (Coursera)

Engineering Sci: Mathematics

Dive into the world of computational mechanics with 'The Finite Element Method for Problems in Physics' course. This beginner-friendly introduction will equip you with a strong foundation in applying the finite element method (FEM) to solve intricate problems across various fields, including physics and engineering sciences. Through engaging mathematical explanations and practical coding exercises, you'll learn how to implement FEM using modern tools and expand your skills to other applications.

Sep 7th 2026

13-24 Weeks

Math Physics Linear Algebra

Coursera

Johns Hopkins University

Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Advanced Linear Models for Data Science with Class 2: Statistical Linear Models. This course is designed to provide a deep understanding of least squares from both linear algebraic and mathematical perspectives. Suitable for those with a basic grasp of linear algebra, multivariate calculus, statistics, regression models, proof-based mathematics, and R programming.

Aug 31st 2026

4 Weeks

Algebra Linear Algebra Data Science

Coursera

Alberta Machine Intelligence Institute

Data for Machine Learning (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey to understand the critical role that data plays in the success of your applied machine learning model. This course delves into the essential aspects of data collection, preparation, and analysis, providing you with the knowledge needed to build robust models.

Aug 31st 2026

4 Weeks

Python Machine Learning Linear Algebra

Coursera

The Hong Kong University of Science and Technology - HKUST

Matrix Algebra for Engineers (Coursera)

Sci: Mathematics

Discover the fundamentals of Matrix Algebra tailored specifically for engineers in this concise yet thorough online course. Learn to apply linear algebra effectively, enhancing your problem-solving capabilities and deepening your understanding of complex engineering problems.

Aug 31st 2026

4 Weeks

Math Algebra Linear Algebra

Coursera

IBM

Deep Learning and Reinforcement Learning (Coursera)

Data Science

Dive into the world of cutting-edge Machine Learning disciplines with our 'Deep Learning and Reinforcement Learning' course. Learn about Neural Networks, modern Deep Learning architectures, and apply these concepts to Supervised and Unsupervised Learning scenarios. This course is ideal for those looking to advance their skills in AI and machine learning.

Aug 31st 2026

5-12 Weeks

Calculus Python Statistics

Coursera

IBM

Specialized Models: Time Series and Survival Analysis (Coursera)

Data Science

Dive into the world of specialized machine learning models with 'Specialized Models: Time Series and Survival Analysis'. This comprehensive online course will equip you with essential skills in forecasting and analyzing complex datasets that involve time components or censored data. Perfect for professionals looking to advance their predictive modeling expertise.

Aug 31st 2026

4 Weeks

Calculus Python Statistics

Coursera

Korea Advanced Institute of Science and Technology - KAIST

Math for AI beginner part 1 Linear Algebra (Coursera)

Sci: Mathematics

Embark on a journey to understand the mathematical backbone of Artificial Intelligence (AI) with 'Math for AI beginner part 1: Linear Algebra'. This comprehensive course is designed for beginners who want to delve into the world of machine learning, deep-learning, support vector machines and more. Learn how linear algebra forms the basis for these complex algorithms and gain practical skills in applying these mathematical concepts to real-world AI applications.

Aug 31st 2026

5-12 Weeks

Math Artificial Intelligence Linear Algebra

Coursera

University of Colorado Boulder

Essential Linear Algebra for Data Science (Coursera)

Sci: Mathematics

Embark on an accessible journey to grasp the core concepts of Linear Algebra crucial for Data Science. This course is designed for those who find traditional math intimidating, offering a straightforward route to understanding key linear algebra principles that underpin modern data analysis and machine learning techniques.

Aug 31st 2026

5-12 Weeks

Math Algebra Linear Algebra

Coursera

Howard University

Fundamental Linear Algebra Concepts with Python (Coursera)

CS: Software Engineering CS: Programming

Discover the fundamentals of linear algebra with this comprehensive online course. Learn to solve complex problems using Python, mastering techniques such as finding inverses, matrix algebra, and linear transformations. Perfect for beginners and professionals alike, this course will equip you with essential skills in linear algebra through engaging exercises and practical applications.

Aug 31st 2026

4 Weeks

Python Linear Algebra Matrix