Linear Algebra Courses and Certifications

Linear Algebra Syllabus & Lesson Plans

A ready-to-adapt teaching resource with video lessons, transcripts, quizzes, and lesson plans covering core linear algebra topics.

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

Math 201: Linear Algebra

Study systems, matrices, vector spaces, transformations, eigenvalues, and least-squares methods in a broad introduction to linear algebra.

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

Linear Algebra

Work through elimination and LU factorization, the four fundamental subspaces, determinants, eigenvalues and diagonalization, positive definite and symmetric matrices, and the singular value decomposition.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Linear Algebra and NxN Systems

Solve large systems of differential equations with linear algebra and MATLAB: find bases and dimension of vector spaces, formulate eigenvalue and eigenvector problems, and model phenomena.

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

Bases Matemáticas: Álgebra

58 ratings

En este curso se tratan los sistemas de ecuaciones, las matrices y cómo usarlas para resolverlos.

• edX
• 4 weeks, 3-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Applications of Linear Algebra

1 rating

Apply determinants, eigenvalues and eigenvectors to discrete dynamical systems and Markov chains, then use least-squares approximation, orthogonality, symmetric matrices and the singular value decomposition.

• edX
• 6 weeks, 5-6 hours a week
• Self-Paced
• $498.00
• 2 courses

NPTEL;  IIT Madras

Linear Algebra

In this course, you will learn systems of linear equations, Matrices, Elementary row operations, Row-reduced echelon matrices. Vector spaces, Subspaces, Bases and dimension, Ordered bases and coordinates.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

3Blue1Brown

Essence of Linear Algebra

Discover linear algebra fundamentals through stunning visual explanations covering vectors, transformations, matrices, eigenvalues, and geometric interpretations.

• YouTube
• 3 hours 1 minute
• Self-Paced
• Free Video

TrevTutor

Linear Algebra - Complete Course on Systems, Vectors, Matrices, and Transformations

Master fundamental concepts from systems of equations to eigenvalues through comprehensive video tutorials covering matrices, transformations, vector spaces, and diagonalization.

• YouTube
• 9 hours
• Self-Paced
• Free Video

Wrath of Math

Elementary Linear Algebra - Complete Course

Master matrix operations, vector spaces, eigenvalues, and transformations through comprehensive lessons covering Gaussian elimination, determinants, orthogonality, and advanced topics.

• YouTube
• 17 hours 13 minutes
• Self-Paced
• Free Video

Career Certificate

Introductory Linear Algebra

Solve systems of linear equations with a row-reduction algorithm, explore linear independence and linear transformations, and apply the Invertible Matrix Theorem, partitioned matrices, and matrix factorizations.

• edX
• 6 weeks, 5-6 hours a week
• Self-Paced
• $498.00
• 2 courses

Linear Algebra

393 ratings at Codecademy

Learn about linear algebra and how to perform operations with matrices and vectors.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

Linear Algebra for Machine Learning

Learn the linear algebra concepts behind machine learning.

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

Linear Algebra, Part 1

5 ratings at edX

This course is an introduction to linear algebra. You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to sol

• edX
• 8 weeks, 6-8 hours a week
• Self-Paced
• Free Certificate

Linear Algebra I: Vectors and Linear Equations

5 ratings at edX

This course provides an overview of bachelor-level linear algebra. You will review all the concepts and practice and refresh the skills related to vectors and linear equations.

• edX
• 6 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)