Linear Algebra Courses and Certifications

Mathematics for Machine Learning: Linear Algebra

9 ratings

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• Self-Paced
• Paid Course

Matrix Algebra for Engineers

885 ratings

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices.

• Coursera
• 19 hours 35 minutes
• Self-Paced
• Paid Course

• Best of All Time

Introduction to Linear Models and Matrix Algebra

12 ratings

Learn to use R programming to apply linear models to analyze data in life sciences.

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

Linear Algebra - Foundations to Frontiers

15 ratings

Learn the mathematics behind linear algebra and link it to matrix software development.

• edX
• 15 weeks, 6-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Linear Algebra

8 ratings

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours
• Self-Paced
• Free Video

Introduction to Linear Algebra for Machine Learning

Master essential linear algebra concepts and operations needed for machine learning, from vectors and matrices to determinants and linear dependency, with hands-on Python implementation.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Linear Algebra for Data Science: Practical Applications with Python

Jump in this 20 Hours course to master essential linear algebra techniques for turning raw data into actionable insights using Python and to elevate your analytical and computational skills to attain proficiency in high-impact data solutions with real-wo…

• OpenLearning
• 20 hours
• Self-Paced
• Paid Course

Linear Algebra for Machine Learning and Data Science

2332 ratings at Coursera

Master linear algebra fundamentals for machine learning, including vectors, matrices, transformations, and eigenvectors. Apply concepts using Python in hands-on exercises to enhance your data science skills.

• Coursera
• 1 day 10 hours 8 minutes
• Self-Paced
• Paid Course

Credential

Linear Algebra from Elementary to Advanced

230 ratings at Coursera

Comprehensive introduction to linear algebra, covering vectors, matrices, and their applications. Emphasizes both algebraic and geometric understanding, preparing students for advanced topics in various fields.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Linear Algebra: Linear Systems and Matrix Equations

175 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
• Self-Paced
• Paid Course

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

77 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
• Self-Paced
• Paid Course

Linear Algebra: Orthogonality and Diagonalization

48 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
• Self-Paced
• Paid 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/week
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course (Audit)

Credential

Applications of Linear Algebra

1 rating

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/week
• Self-Paced
• $498.00
• 2 courses