8 Best Optimization Courses for Beginners
We compared 8 Optimization courses currently listed on edX, Coursera and Udemy, priced from $19.99 to $833.33. 7 of them teach the subject directly and 1 are built around a certification exam. 3 come from a named university or institution, including Seoul National University, University of Huddersfield and Purdue University. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 8
- Price range
- $19.99 – $833.33
- Providers
- edX, Coursera, Udemy
- Last updated
- 18 Sep 2026
How these 8 courses were chosen
Every course below is a real, currently listed course from edX, Coursera, Udemy, matched to "optimization" 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 $19.99 to $833.33, as listed by the provider when we last updated the page.
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1
Introduction to Optimization
Offered by Seoul National University
A self-contained course on the fundamentals of modern optimization with equal emphasis on theory, implementation, and application. We consider linear and nonlinear optimization problems, including network flow problems a...
$54.00listed price -
2
Introduction to optimization on smooth manifolds: first order methods
Offered by École polytechnique fédérale de Lausanne
Learn to optimize on smooth, nonlinear spaces: Join us to build your foundations (starting at "what is a manifold?") and confidently implement your first algorithm (Riemannian gradient descent).
$75.00listed price -
3
Differential Calculus Fundamentals
Offered by University of Huddersfield
Master the essential concepts of differential calculus and develop expertise in analyzing rates of change and solving optimization problems. In this comprehensive course, you'll learn to calculate derivatives from first...
$49.00listed price -
4
The Ultimate Beginners Guide to Genetic Algorithms in Python
Genetic algorithms are an important area of Artificial Intelligence responsible for solving complex real world problems. There are several practical applications of this type of algorithm, which can be applied to probl...
$19.99listed price -
5
Applied Quantum Computing I: Fundamentals
Offered by Purdue University
Learn the fundamental postulates of quantum mechanics and how they can be mapped onto present-day quantum information processing models, including computation, simulation, optimization, and machine learning.
$833.33listed price -
6
Implementing AI Algorithms from Scratch
Offered by CodeSignal
Build core artificial intelligence and machine learning algorithms from scratch to understand how they work beneath high-level libraries. This advanced path covers neural networks, clustering, ensembles, optimization, cl...
$160.00listed price -
7
Comprehensive Introduction to PyTorch
Offered by CodeSignal
Build practical PyTorch skills for deep learning, from tensor operations to neural network training and optimization. Apply these concepts through hands-on modeling with real datasets, including multi-class classificatio...
$75.00listed price -
8
AB-900 QCM : Copilot & Agent Administration Fundamentals
Prepare effectively for the Copilot & Agent Administration Fundamentals (AB‑900) exam with a simulator composed exclusively of realistic QCMs, designed to faithfully reflect the difficulty, logic, and scenarios encou...
$19.99listed price
Best Optimization Courses for Beginners compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | Introduction to Optimization | edX | Seoul National University | $54.00 | View → |
| 2 | Introduction to optimization on smooth manifolds: first order methods | edX | École polytechnique fédérale de Lausanne | $75.00 | View → |
| 3 | Differential Calculus Fundamentals | Coursera | University of Huddersfield | $49.00 | View → |
| 4 | The Ultimate Beginners Guide to Genetic Algorithms in Python | Udemy | — | $19.99 | View → |
| 5 | Applied Quantum Computing I: Fundamentals | edX | Purdue University | $833.33 | View → |
| 6 | Implementing AI Algorithms from Scratch | edX | CodeSignal | $160.00 | View → |
| 7 | Comprehensive Introduction to PyTorch | edX | CodeSignal | $75.00 | View → |
| 8 | AB-900 QCM : Copilot & Agent Administration Fundamentals | Udemy | — | $19.99 | 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 8 priced courses on this page run from $19.99 to $833.33, with the middle of the range around $75.00 — a spread of $813.34. 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 edX, Coursera 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. 3 of these are produced by a named university or institution, including Seoul National University, University of Huddersfield and Purdue University — 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 Optimization 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.