Linear Algebra Courses and Certifications

Introduction to Linear Algebra

42 ratings at Coursera

Explore geometric vectors, lines, planes, matrices, determinants, and eigentheory. Gain practical skills in solving systems of equations and understanding linear transformations, with applications in various fields.

• Coursera
• 1 day 12 hours 14 minutes
• Self-Paced
• Paid Course

Linear Algebra and Geometry 1

1205 ratings at Udemy

Systems of equations, matrices, determinants, vectors, and geometry of straight lines and planes in the 3-space

• Udemy
• 1 day 22 hours 51 minutes
• Self-Paced
• Paid Course

Math for AI beginner part 1 Linear Algebra

33 ratings at Coursera

Explore essential linear algebra concepts for AI, including machine learning and deep learning algorithms, to build a strong foundation for understanding and applying AI techniques.

• Coursera
• 7 hours 1 minute
• Self-Paced
• Paid Course

Fundamental Linear Algebra Concepts with Python

18 ratings at Coursera

In this course, you'll be introduced to finding inverses and matrix algebra using Python. You will also practice using row reduction to solve linear equations as well as practice how to define linear transformations. Let's get started!

• Coursera
• 10 hours 34 minutes
• Self-Paced
• Paid Course

Linear Algebra and Feature Selection in Python

1021 ratings at Udemy

Gain the Theoretical and Practical Foundations to Learn Machine Learning and AI with Understanding

• Udemy
• 3 hours 10 minutes
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Linear Algebra for Machine Learning & AI

Master the mathematical foundations of AI and ML through matrices, linear systems, eigenvalues, transformations, and programming to build essential analytical skills.

• Coursera
• 1 day 11 hours 51 minutes
• Self-Paced
• Paid Course

Linear Algebra for ML and Analytics Training

Master essential linear algebra concepts for data science and ML, covering equations, matrices, vectors, and PCA applications in just over 3 hours.

• Coursera
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Linear Algebra: Help & Tutorials

Comprehensive linear algebra tutorials covering basic concepts to advanced topics like eigenvalues, ideal for exam prep, homework help, and catching up on missed material.

• Study.com
• 5 hours 52 minutes
• Self-Paced
• Paid Course

Linear Algebra: Tutoring Solution

Self-paced video and text lessons with quizzes to help you master linear algebra concepts, from basic algebra to eigenvalues and eigenvectors. Available 24/7 for exam prep or grade improvement.

• Study.com
• 6 hours 8 minutes
• Self-Paced
• Paid Course

Linear Algebra Syllabus & Lesson Plans

Comprehensive resource for teaching linear algebra, offering adaptable video lessons, transcripts, and quizzes. Covers key topics from basic algebra to eigenvalues, simplifying course planning and delivery.

• Study.com
• 5 hours 36 minutes
• Self-Paced
• Paid Course

Math 201: Linear Algebra

Master fundamental concepts of vector spaces, matrices, eigenvalues, and linear transformations to solve complex mathematical problems and build analytical thinking skills.

• Study.com
• 10 hours 24 minutes
• Self-Paced
• Paid Course

Linear Algebra

Master matrix theory and linear algebra, exploring systems of equations, vector spaces, determinants, eigenvalues, and applications in various disciplines. Gain practical skills for solving complex mathematical problems.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Linear Algebra and NxN Systems

Master algebra and MATLAB to solve large systems of differential equations, explore vector spaces, tackle eigenvalue problems, and model real-world phenomena.

• MITx Online
• 11 weeks, 5-8 hours/week
• Self-Paced
• Free Online 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
• Self-Paced
• Paid Course

Python for linear algebra (for absolute beginners)

722 ratings at Udemy

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

• Udemy
• 1 hour 51 minutes
• Self-Paced
• Free Online Course