Linear Algebra Courses and Certifications

Linear Algebra: Linear Systems and Matrix Equations

169 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
• On-Demand
• Paid Course

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

76 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
• On-Demand
• Paid Course

Linear Algebra for Data Science & Machine Learning A-Z 2025

802 ratings at Udemy

Linear Algebra for Data Science, Big Data, Machine Learning, Engineering & Computer Science. Master Linear Algebra

• Udemy
• 18 hours 2 minutes
• On-Demand
• Paid Course

Linear Algebra: Orthogonality and Diagonalization

46 ratings at Coursera

Explore orthogonality, diagonalization, and symmetric matrices, gaining skills applicable to AI and machine learning. Develop a strong foundation for advanced studies in data science and mathematics.

• Coursera
• 9 hours 15 minutes
• On-Demand
• Paid Course

Python for linear algebra (for absolute beginners)

710 ratings at Udemy

Dip your feet into the amazing world of using Python code to understand vectors and matrices.

• Udemy
• 1 hour 51 minutes
• On-Demand
• Free Online Course

Linear Algebra III: Determinants and Eigenvalues

14 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)

Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD

5 ratings at edX

This course takes you through roughly five 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)

Microcredential

Applications of Linear Algebra

1 review

Explore advanced linear algebra concepts and their applications in data science, engineering, and computer graphics. Gain practical skills in matrix operations, eigenvalues, and singular value decomposition.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• $498.00
• 2 courses

Linear Algebra I: Linear Equations

28 ratings at edX

This course takes you through the first 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)

Linear Algebra II: Matrix Algebra

11 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)

Microcredential

Introductory Linear Algebra

Explore fundamental linear algebra concepts, from systems of equations to matrix algebra, with applications in economics and computer graphics. Develop problem-solving skills for real-world scenarios.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• $498.00
• 2 courses

Linear Algebra for AI - Generative AI - Agentic AI

428 ratings at Udemy

Master Linear Algebra: Essential Math for AI , Data Science, Machine Learning, Deep Learning Applications , Agentic AI

• Udemy
• 1 day 4 hours 5 minutes
• On-Demand
• Paid Course

College Level Linear Algebra for ML, DL, & Computer Graphics

415 ratings at Udemy

Linear Algebra (matlab - python) & Matrix Calculus For Machine Learning, Robotics, Computer Graphics, Control, & more !

• Udemy
• 1 day 11 hours 10 minutes
• On-Demand
• Paid Course

Master Linear Algebra 2020: The Complete Study Of Spaces

387 ratings at Udemy

Learn How to Define Space And How it is Characterized And Measured. We Make Linear Algebra Math Fun And Easy.

• Udemy
• 11 hours 31 minutes
• On-Demand
• Paid Course

Linear Algebra for Machine Learning

Learn the linear algebra concepts behind machine learning.

• edX
• 4 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)