Home MOOCs-List 10 Best Linear Algebra Courses Online

10 Best Linear Algebra Courses Online

169
0
Linear Algebra Courses Online

Takethiscourse.net present to you a very interesting and interactive list that has links to 10 best linear algebra courses online. This means that you are now able to understand what Linear Algebra is at your ease and flexibility.

We have compiled the list of best Linear Algebra Courses to learn Algebra:

  1. Linear Algebra – Foundations to Frontiers
  2. Complete linear algebra: theory and implementation
  3. Advanced Linear Algebra: Foundations to Frontiers
  4. First Steps in Linear Algebra for Machine Learning
  5. Mathematics for Machine Learning: Linear Algebra
  6. The Math of Data Science: Linear Algebra
  7. Differential Equations: Linear Algebra and NxN Systems of Differential Equations
  8. Applications of Linear Algebra Part 1
  9. Become a Linear Algebra Master
  10. Learn Algebra The Easy Way

List of 10 best Linear Algebra courses online:

The following is the Linear Algebra course list from which you can select a course for yourself:

Complete Linear Algebra for Data Science & Machine Learning

      • Kashif A. via Udemy
      • 2,476+ already enrolled!
      • ★★★★★ (381 Reviews)

saveLinear Algebra – Foundations to Frontiers

      • University of Texas at Austin via edX
      • 150 hours of effort required
      • 83,914+ already enrolled!
      • Skill Level: Intermediate

Learn the Math that is behind linear algebra and then link it to the matrix software development with the help of this course. The course has a variety of concepts to teach you which include connections between linear transformations, matrices, and systems of linear equations. Similarly, you will learn what partitioned matrices are and their characteristics. Moreover, you will understand the algorithms for matrix computations and solving systems of equations. Other topics like vector spaces, subspaces, and more will be discussed as well.

saveComplete Linear Algebra: Theory and Implementation

      • Mike X Cohen via Udemy
      • 14,985+ already enrolled!
      • ★★★★★ (2,301 Reviews)

In this course, you will learn the concepts of linear algebra and matrix analysis and then how to implement them in MATLAB and Python. You will understand all the theoretical concepts in linear algebra including proofs. Next, you will learn to apply linear algebra concepts to real datasets. Similarly, you will be taught ways to help you ace your linear algebra exam. It is because of this course, you will gain additional insights into solving all the problems in linear algebra.

saveAdvanced Linear Algebra: Foundations to Frontiers

      • University of Texas at Austin via edX
      • 150 hours of effort required
      • Skill Level: Advanced

Want to learn advanced linear algebra for computing? Take this course now and learn everything there is to know about advanced linear algebra. You will learn to decipher a matrix using the singular value decomposition. With that, you will also learn to quantify and qualify a numerical error. Similarly, you will also learn to solve linear systems and linear least-squares problems. Moreover, how to compute and employ eigenvalue and eigenvectors will also be learned.

saveFirst Steps in Linear Algebra for Machine Learning

      • National Research University Higher School of Economics via Coursera
      • 14 hours of effort required
      • 4,193+ already enrolled!
      • ★★★★☆ (43 Reviews)

A very suitable course for all those learners who are interested in learning matrix analysis or linear algebra. The aim of this course is to help you understand the main concepts of linear algebra that are used in data analysis and machine learning. Another goal here is to also improve a learner’s practical skills of using linear algebra methods in ML. You will be learning the fundamentals of working with data in vector and matrix form and much more.

Specializations

saveMathematics for Machine Learning: Linear Algebra

The Mathematics for Machine Learning is a course where you will be looking thoroughly at what linear algebra is. You will understand how it works and is related to vector and matrices. After that, the instructor will help you look through what vectors and matrices are and how you can work with them. Similarly, you will be understanding even the minute details of eigenvalues and eigenvectors and how they can be used to solve a particular problem. The skills you will be gaining from the course are regarding eigenvalues, eigenvectors, the basis of linear algebra, and transformation matrix.

saveThe Math of Data Science: Linear Algebra

This course is a complete introduction to linear algebra and we guarantee once you complete this course, you won’t have any ambiguity left relevant to linear algebra. You will be discovering the basic objects of linear algebra and how to compute them. Similarly, how they fit together theoretically and can be used to solve real problems will be learned as well. You will be understanding the relationships between linear equations, matrices, and linear transformations, etc. Topics like principles of vector and matrix operations, the significance of basis, and the dimension of a vector space, and others will be discussed in the course.

saveDifferential Equations: Linear Algebra and NxN Systems of Differential Equations

Are you having problems in understanding to use linear algebra and MATLAB to solve large systems of differential equations? If yes, then you have landed on to the right course because this course is going to help you understand all about linear algebra very thoroughly. You will learn to find the dimension and a basis for a finite-dimensional vector space. Next, you will be taught how you can formulate and solve eigenvalue and eigenvector problems. Similarly, you will learn to use MATLAB to explore solutions to large systems of equations and much more.

Comprehensive list of the best Online Math Courses from world’s top universities and organizations including and more.

saveApplications of Linear Algebra Part 1

      • Davidson College via edX
      • 72 hours of effort required
      • Skill Level: Intermediate
      • Course Type: Instructor-led

A course that will teach you all about using linear algebra in computer graphics an engaging and interesting way. You will be taught that making images disappear in an animation. Similarly, you will learn to create a mosaic or fractal and in data mining to measure similarities between movies, songs, or friends. Applications of linear algebra in data mining will also be discussed. This includes finding similar elements in a dataset using a measure of distance. Next, you will understand the applications of linear algebra in computer graphics completely. With that, you will learn to blend an image and create a variety if composite images as well.

saveBecome a Linear Algebra Master

      • Krista King via Udemy
      • 9,651+ already enrolled!
      • ★★★★★ (1,159 Reviews)

This is the type of course that will not only teach you linear algebra but also help you test your knowledge with 400+ practice questions. You will be taught to perform operations on one matrix, then on two matrices. Similarly, you will understand matrices as vectors, dot products, cross products including the Cauchy-Schwarz, vector triangle inequalities, and more. After completing all the topics in the course, you have the 400+ practice questions which you can solve day in day out until you don’t get them all right. So buckle up and get in the line of becoming a linear algebra master.

saveLearn Algebra The Easy Way

      • Julio Gonzalez via Udemy
      • 4,877+ already enrolled!
      • ★★★★☆ (964 Reviews)

Eager to learn algebra but the easy way? Well, this course is what you need for such a purpose. The course is an review where you will be discussing the slope, then graphing linear equations, exponents, factoring, and more. Similarly, you will be taught to solve quadratic equations and radicals the easy way. Thus upon completing the course, you would have successfully gained a complete understanding of the fundamentals of Algebra. Different topics are a part of this course including basic arithmetic, fraction review, solving linear equations, etc.

Checkout MOOC Options from Top Universities/Organizations in various domains

Programming Courses
100+ Courses
★★★★★

Cybersecurity courses
30+ Courses
★★★★★

Business Courses
70+ Courses
★★★★☆

Blockchain Courses
20+ Courses
★★★★★

Data Science Courses
150+ Courses
★★★★★

Mobile App Development Courses
50+ Courses
★★★★★

Now that you have seen what the list of Linear Algebra courses has to offer, you can easily decide which course you need to enroll in. So, enroll in one of the courses now and never stop learning.