Algebra Courses and Certifications

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

100 Days of Puzzles

Embark on a daily puzzle adventure covering logic, algebra, geometry, probability, and number theory through 100 engaging mathematical challenges.

• Brilliant
• Self-Paced
• Paid Course

Solving Equations

Start your algebra journey here with an introduction to variables and equations.

• Brilliant
• 4 hours
• Self-Paced
• 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
• Self-Paced
• Paid Course

Eddie Woo

Further Algebraic Techniques - Year 10 Mathematics

Master advanced algebraic manipulation through quadratics, factorisation, completing the square, and algebraic fractions with visual proofs and practical examples.

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

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

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 Online Course

Abstract Algebra: Group Theory with the Math Sorcerer

572 ratings at Udemy

Master abstract algebra fundamentals through group theory, from basic operations to advanced concepts like homomorphisms and quotient groups. Develop mathematical maturity through proven theorems and practical problem-solving.

• Udemy
• 10 hours 1 minute
• Self-Paced
• Paid Course

Linear Algebra for Data Science in R

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Khan Academy

Linear Subspaces - Vectors and Spaces - Linear Algebra

Explore linear subspaces in Rn, a fundamental concept in linear algebra. Learn to visualize and understand multi-dimensional mathematical reasoning through vectors, matrices, and transformations.

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

Khan Academy

Linear Combinations and Span - Vectors and Spaces - Linear Algebra - Khan Academy

Explore linear combinations and spans of vectors in this Khan Academy video, enhancing your understanding of fundamental linear algebra concepts and their applications.

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

TabletClass Math

Basic Math Review Mini-Course - Foundational Concepts for Pre-Algebra and Algebra

Master essential math foundations including number operations, fractions, PEMDAS, and percentages to build confidence for Pre-Algebra success.

• YouTube
• 1 hour 28 minutes
• 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