6 Best Linear Algebra Courses for Advanced Learners
Choosing the right linear algebra course can be challenging, especially when you need material that goes beyond the basics. This page lists six courses that we have ranked for advanced learners, covering theoretical foundations, practical applications with Python, and even specialised topics such as quantum computing. The ordering reflects our editorial assessment of depth, relevance, and the credibility of the offering institutions, not an absolute ranking of quality.
The selection includes programmes from Coursera, edX and Udemy, with prices ranging from $29.99 to $199.99. Whether you prefer a university‑backed curriculum from Johns Hopkins or the University of Texas at Austin, a hands‑on Python masterclass, or a focused study on matrix algebra, you will find options that match different learning styles and career goals.
- Courses compared
- 6
- Price range
- $29.99 – $199.99
- Providers
- Coursera, edX, Udemy
- Last updated
- 18 Sep 2026
How these 6 courses were chosen
Every course below is a real, currently listed course from Coursera, edX, Udemy, matched to "linear algebra" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $29.99 to $199.99, as listed by the provider when we last updated the page.
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1
Linear Algebra from Elementary to Advanced
Offered by Johns Hopkins University
This specialization is a three course sequence that will cover the main topics of undergraduate linear algebra. Defined simply, linear algebra is a branch of mathematics that studies vectors, matrices, lines and the area...
$49.00listed price -
2
Advanced Linear Algebra: Foundations to Frontiers
Offered by The University of Texas at Austin
Learn advanced linear algebra for computing.
$99.00listed price -
3
The Data Science Course: From Beginner to Advanced
Embark on a transformative journey into the world of Data Science with our comprehensive course, meticulously designed to take you from foundational concepts to advanced techniques, equipping you with the skills demanded...
$39.99listed price -
4
NumPy Masterclass: Python on Data Science & Machine Learning
Do you want to master NumPy and unlock your potential in data science? This course is your comprehensive, hands-on introduction to the foundational library of modern Python computing!NumPy is the absolute core building b...
$199.99listed price -
5
From Basic to Advanced: Learn Matrix Algebra
The course walks through matrix concepts starting with basic operations and moves on to determinants, offering lots of practice problems at each step. It’s continuously updated and includes personal support, with the ins...
$199.99listed price -
6
QC201 : Advanced Math for Quantum Computing
This course covers the Math you need to begin learning about quantum algorithms and applications of quantum computing.This is primarily a Math course. It doesn't cover any quantum algorithms or applications. This course...
$29.99listed price
Best Linear Algebra Courses for Advanced Learners compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | Linear Algebra from Elementary to Advanced | Coursera | Johns Hopkins University | $49.00 | View → |
| 2 | Advanced Linear Algebra: Foundations to Frontiers | edX | The University of Texas at Austin | $99.00 | View → |
| 3 | The Data Science Course: From Beginner to Advanced | Udemy | — | $39.99 | View → |
| 4 | NumPy Masterclass: Python on Data Science & Machine Learning | Udemy | — | $199.99 | View → |
| 5 | From Basic to Advanced: Learn Matrix Algebra | Udemy | — | $199.99 | View → |
| 6 | QC201 : Advanced Math for Quantum Computing | Udemy | — | $29.99 | View → |
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 6 priced courses on this page run from $29.99 to $199.99, with the middle of the range around $99.00 — a spread of $170.00. That is a wide gap for one subject. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera, edX and Udemy. The platforms differ in how they sell: some charge once per course, others expect a subscription, and the listed price is not always what you pay at checkout after a promotion. 2 of these are produced by a named university or institution, including Johns Hopkins University and The University of Texas at Austin — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Courses versus exam preparation
1 of the entries here are built around a certification exam rather than teaching Linear Algebra from scratch. They are the right choice only if you already know the material and want to pass a specific exam; if you are starting out, pick one of the taught courses first and come back to exam preparation afterwards.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.