Free Online Linear Algebra Courses and
Certifications 2025
Linear Algebra is a branch of mathematics that deals with linear equations and their representations in vector spaces. It is a fundamental tool for understanding and solving problems in mathematics, engineering, and other fields. With the help of online courses, students can learn the basics of linear algebra and gain a deeper understanding of the subject. It is an essential part of mathematics and is a top category in the field.
Popular Courses
This course provides an overview of eigenvalue inequalities for symmetric matrices. It covers topics such as Courant Fischer Min Max Theorems, Weyl's Theorem, Gershgorin Circle Theorem, and more. It is designed to help students understand the fundamentals of eigenvalue inequalities and how they can be applied to solve problems.
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This course on Linear Algebra explores the fundamentals of vectors and matrices, as well as the application of eigenvalues and eigenvectors to solve problems. It also covers the use of linear algebra to manipulate datasets, such as rotating images and understanding the Pagerank algorithm.
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Learn the basics of Fundamental Linear Algebra Concepts with Python
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This course introduces the fundamentals of linear algebra and Python programming, providing a foundation for further exploration of data science. It is ideal for those looking to gain an understanding of the basics of data science and apply them to real-world problems.
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This course introduces learners to linear programming, a mathematical technique used to solve manufacturing problems. Learners will use linear algebra and the graphing method on paper to maximize contribution margin, given a set of constraints. Parameters, decision variables, and objective functions are discussed, as well as the graphical solution process.
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This course provides learners with the necessary skills to apply linear algebra to machine learning and data science. Upon completion, learners will be able to understand and apply linear algebra concepts to solve real-world problems.
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This course explores the interplay between algebra and algorithms, demonstrating how algebraic structures and theorems can be used to develop algorithms for various tasks. Students will gain an understanding of how computers use algebraic computations and how algebra can be applied to computer science. Programming assignments are included to reinforce the concepts.
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This course explores the use of linear algebra in computer science applications, with a focus on matrices and vectors. It provides an understanding of how these concepts are used in various areas of computer science, such as graphics, image processing, cryptography, and more.
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This course provides an introduction to matrix algebra for engineers, covering the linear algebra fundamentals necessary for success. It is designed for those who have completed a university-level single variable calculus course, but is open to anyone interested in learning the basics of matrix algebra. The mathematics is presented at an advanced high school level, requiring a basic level of mathematical maturity.
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This course introduces learners to Matrix Methods, a powerful tool for machine learning and data analysis. Topics include matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation. Optional Python examples are used to illustrate the concepts and allow learners to experiment with the algorithms.
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Linear Algebra is a course that covers topics such as systems of linear equations, solving systems of linear equations in augmented matrices using row operations, row reduction and echelon forms, and solution sets. It also covers topics such as vector spaces, linear transformations, and matrices.
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This advanced linear algebra course covers the fundamental theorem of least squares approximation and how to fit data to a straight curve. It also covers the concept of linear regression and how to use it to solve problems. The course provides a comprehensive overview of the topics and provides a solid foundation for further study.
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This course covers topics in linear algebra and ordinary differential equations, including first-order equations, second-order equations, and higher-order equations. It also covers topics such as linear systems, eigenvalues and eigenvectors, and numerical methods. The course provides an introduction to the mathematical tools used to solve engineering problems.
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This course covers the fundamentals of linear algebra, focusing on transformation matrices for scaling, rotation, and translation. It also covers the rank of a matrix and how to calculate it. Students will gain an understanding of how to use linear algebra to solve problems in mathematics and other fields.
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Linear Algebra is an important tool for Machine Learning, as it allows for the representation of linear functions using arrays. This course provides an introduction to the fundamentals of linear algebra, and how it can be used to optimize functions. It also covers the concept of refactoring, which is the process of restructuring code for improved performance.
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This course covers the fundamentals of linear algebra and least squares approximation. It begins with an introduction to linear algebra and the fundamental theorem. It then moves on to fitting data to a straight curve, including linear regression and polynomial regression. Finally, it covers the application of least squares approximation to solve problems.
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Frequently Asked Questions and Answers
Q1: What grade do you learn linear algebra in?
Linear Algebra is typically taken by students in their sophomore year. It is a mandatory course for majors in math, physics, engineering, statistics, and economics. Although it is uncertain, it is likely that linear algebra is also a requirement for chemistry majors. In essence, individuals pursuing careers in mathematical fields will find knowledge of linear algebra indispensable.
Q2: What Linear Algebra courses can I find on OeClass?
On this page, we have collected free or certified 213 Linear Algebra online courses from various platforms. The list currently only displays up to 50 items. If you have other needs, please contact us.
Q3: Can I learn Linear Algebra for free?
Yes, If you don’t know Linear Algebra, we recommend that you try free online courses, some of which offer certification (please refer to the latest list on the webpage as the standard). Wish you a good online learning experience!
