5 Best Linear Algebra Courses [2021 SEPTEMBER][UPDATED]

Best linear algebra course tutorial class certification training online

After conducting in-depth research, our team of 25+ experts compiled this list of Best Five Linear Algebra Courses, Classes, Tutorials, Training, and Certification programs available online for 2021. This list includes both free and paid courses to help you learn Linear Algebra. Also, it is ideal for beginners, intermediates, as well as experts.


5 Best Linear Algebra Courses & Classes [2021 SEPTEMBER]

1. Mathematics for Machine Learning by Imperial College London (Coursera)

Individuals who are curious to learn how to use Linear Algebra in machine learning can take help from this course. It is an introductory course that will help you learn what linear algebra is and how it relates to vectors and matrices. After gaining a basic knowledge of linear algebra, you will learn about vectors and matrices, and how to work with them. The course is created by expert instructors of Imperial College of London, who have been providing Linear Algebra training to multiple individuals around the world. After ending this course, you will have a deep understanding of vectors and matrices that will help you fill the gap into linear algebra problems. Check out our take on Best Machine Learning Certification Courses.


Key USPs –

– Have a look at fun things like how to extract eigenvectors, how to rotate images of faces, and look at how the PageRank algorithms work

– Learn how to implement some of the ideas into data-driven applications with linear algebra

– Learn what you can do with vectors, such as finding the modulus, angle between vectors, and projections of one vector onto another

– Avail rich-learning content, multiple videos, graded assignments, quizzes, and programming assignments

– A completely flexible learning program with the freedom to study from your comfort zone


Duration: 23 hours

Rating: 4.7 out of 5

You can Sign up Here


Review: Professors teach in so much friendly manner. This is a beginner-level course. Don’t expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course. – NS



2. Top Linear Algebra Courses (Udemy)

Individuals who are finding it challenging to select a specific linear algebra course can take help from this fantastic list of courses offered by Udemy. This list includes almost every course that you need to begin your journey or advance your skills in linear algebra. Some of the best courses amongst the list include Become a Linear Algebra Master, Complete Linear Algebra for Data Science and Machine Learning, MATLAB onramp 2020, and Linear Algebra the Easy Way. After completing these courses, you will be highly equipped with all the concepts of Linear Algebra, and be able to use it with machine learning or other subjects. You can also check out our handpicked Best MATLAB Tutorials.


Key USPs –

– A comprehensive list of Linear Algebra courses and tutorials that are designed to provide you with all the knowledge of its concepts

– Designed and reviewed by some of the best seller and top-rated instructors of Udemy who have years of experience in providing linear algebra training

– Includes with video lectures, downloadable resources, quizzes, practice exams, and hands-on projects to help you examine your knowledge and skills

– Each course is integrated with a professional certification program that you will receive after finishing the course

– Get 30-days money-back guarantee with every course with the liberty to study from your home


Duration: Self-paced

Rating: 4.5 out of 5

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3. Linear Algebra Courses (edX)

edX is another great e-learning platform that offers three major linear algebra courses to help individuals get equipped with all the concepts. With these courses, you will be familiarized with the fundamental concepts, and then move on to learning the major tips and techniques of using linear algebra. The courses are designed by top-rated universities and institutions to help you learn linear algebra in an engaging and effective online learning environment. Apart from learning, you can also earn a certificate of completion after finishing the course, which can be shared as proof for teachers, employers, or LinkedIn profile.


Key USPs –

– Enroll yourself in the exciting 2-part linear algebra program from Davidson College, which uses fun practice problems to teach fundamental concepts and techniques of linear algebra

– Learn how to apply linear algebra in data mining and computer animation, and how to perform mathematical operations on matrices and solve linear equations

– Understand the use of linear algebra for sports ranking, web search applications, image compressions, and much more

– Cover multiple topics during the courses, such as matrix algebra, linear graphing equations, numerical linear algebra, and many more

– Included with various video lectures, additional resources, practice exercises, quizzes, graded assignments, and much more


Duration: Self-paced

Rating: 4.4 out of 5

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4. Learn Linear Algebra (Khan Academy)

If you are not ready to spend any money on learning linear algebra and mathematics, then this program from Khan Academy is an ideal option for you. In this program, you will begin with the basics of linear algebra and move on to learn other essential topics like Vectors, Matrix transformation, Alternate coordinate systems, and many more. The course is created by expert instructors and industry professionals, who have gained enough experience in using linear algebra that they will make you a professional at it. After finishing this course, you can also enroll yourself in other advanced courses like Linear algebra for Machine learning, etc.


Key USPs –

– A comprehensive, free of cost course that focuses on providing extensive knowledge of linear algebra concepts

– Learn about linear combinations and spans, vector dot and cross products, null space and shared space, linear dependence and independence

– Know about functions and linear transformations, inverse functions and transformations, inverses and determinants, and matrix multiplication

– Learn how to define and conceptualize what a vector is and define some basic operations like addition, subtraction, and scalar multiplication

– Comes with various video lectures, quizzes, practice exams, and real-life examples to provide you with maximum knowledge


Duration: Variable

Rating: 4.4 out of 5

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5. Linear Algebra by MIT (OCW MIT)

OCW.MIT is an online e-learning platform hosted by the expert faculty of MIT University. This is an introductory course from MIT that will provide you basic knowledge of matrix theory and linear algebra. In this course, you will go through plenty of topics that are useful in other disciplines, such as the system of equations, vector spaces, similarity, determinants, eigenvalues, and positive definite matrices. The content of the course is picked from Professor Strang’s textbook – Introduction to Linear Algebra, and it focuses on four critical applications, including Graphs and Networks, Systems of Differential Equations, Least-Squares, and Projections, and Fourier Series. After completing the course, you will have a clear understanding of all these four key applications. Have a look at our compilation of Best Applied Data Science Courses.


Key USPs –

–  Created by an experienced professor, Gilbert Strang, who is known for providing Linear Algebra coaching to multiple students around the world

– Get access to captions and transcripts that are created from real-life problems in linear algebra

– Work with graded assignments that include both problems and solutions related to linear algebra and mathematics

– Get access to video lectures and tutorial videos that are created to ease your learning process

– Connect with MIT graduates and undergraduate STEM via MIT Crosslinks after finishing this course


Duration: Self-paced

Rating: 4.4 out of 5

You can Sign up Here


So, these were the best 5 Linear Algebra Courses, Classes, Tutorials, Training, and Certification programs available online. Cheers to your success, Team Digital Defynd!