25 Best MLOps Courses Online
We compared 25 Mlops courses currently listed on Coursera, Udemy and edX, priced from $19.99 to $555.30. 24 of them teach the subject directly and 1 are built around a certification exam. 3 come from a named university or institution, including Duke University, Harvard University and Amazon Web Services & Technical University of Munich (TUM). 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
- 25
- Price range
- $19.99 – $555.30
- Providers
- Coursera, Udemy, edX
- Last updated
- 30 Aug 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "mlops" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
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 $555.30, as listed by the provider when we last updated the page.
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1
Cloud Machine Learning Engineering and MLOps
Offered by Duke University
Welcome to the fourth course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will build upon the Cloud computing and data engineering concepts introduced in the first three courses...
$49.00listed price -
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2
DevOps, DataOps, MLOps
Offered by Duke University
Learn how to apply Machine Learning Operations (MLOps) to solve real-world problems. The course covers end-to-end solutions with Artificial Intelligence (AI) pair programming using technologies like GitHub Copilot to bui...
$49.00listed price -
3
MLOps | Machine Learning Operations
Offered by Duke University
This comprehensive course series is perfect for individuals with programming knowledge such as software developers, data scientists, and researchers. You'll acquire critical MLOps skills, including the use of Python and...
$49.00listed price -
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4
Introduction to MLOps with MLFlow
Machine Learning Operations, or MLOps, is a crucial discipline that bridges the gap between data science and IT operations to streamline the deployment and management of machine learning models. In this introductory cour...
$19.99listed price -
5
edX MOOC / Non-creditMachine Learning Operations with Amazon Web Services (MLOps with AWS)
Offered by Statistics.com
This course focuses on Machine Learning Operations using Amazon Web Services, equipping you with the essential skills to manage and operationalize machine learning models effectively. You'll explore the tools and practic...
$510.30listed price -
6
Coursera MOOC / Non-creditMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia
Offered by Google Cloud
"Kursus ini membekali para praktisi machine learning dengan alat, teknik, dan praktik terbaik penting untuk mengevaluasi model AI generatif dan prediktif. Evaluasi model adalah disiplin ilmu yang sangat penting untuk mem...
$49.00listed price -
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7
Coursera MOOC / Non-creditAdvanced Deployment, MLOps, and Generative AI in Azure
Offered by Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...
$49.00listed price -
8
Coursera MOOC / Non-creditGradient to Production: MLOps & Model Serving
Offered by Coursera
Most machine learning practitioners know how to build models. Far fewer know how to ship them reliably, maintain them over time, and operate the systems that surround them. This program closes that gap. Gradient to Produ...
$49.00listed price -
9
Coursera MOOC / Non-creditMLOps and LLMOps: Deploying and Scaling AI in Production
Offered by Board Infinity
This intermediate course equips ML engineers, data scientists, and software engineers with the practical skills needed to design, deploy, and scale production AI systems. You’ll learn how to architect reliable ML and LLM...
$49.00listed price -
10
Coursera MOOC / Non-creditMachine Learning Operations (MLOps) on Google Cloud
Offered by Google Cloud
This learning path is designed for data scientists and ML engineers looking to bridge the gap between machine learning prototypes and production-ready systems on Google Cloud. Learners will explore the full MLOps lifecyc...
$49.00listed price -
11
Coursera MOOC / Non-creditAI Agents and MLOps for Production-Ready AI
Offered by Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...
$49.00listed price -
12
Coursera MOOC / Non-creditMLOps: Build & Deploy ML Systems
Offered by Edureka
Most machine learning models never reach production, and those that do often fail silently once they are live. This specialization gives you the operational skills to move models from experimentation to dependable, scala...
$49.00listed price -
13
Coursera MOOC / Non-creditHands-On MLOps Fundamentals for ML Engineers
Offered by KodeKloud
Transition seamlessly from DevOps to MLOps and master the complete machine learning lifecycle—from data ingestion to production deployment. This hands-on Specialization equips ML engineers with critical skills in data en...
$49.00listed price -
14
Coursera CertificateMachine Learning Operations (MLOps)
Offered by Board Infinity
This three-course specialization is built for ML practitioners and software engineers who want to stop experimenting and start shipping. You will master the engineering practices required to take trained models from note...
$49.00listed price -
15
MLOps for Scaling TinyML
Offered by Harvard University
This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models i...
$299.00listed price -
16
edX MOOC / Non-creditMachine Learning Operations with Microsoft Azure (MLOps with Azure)
Offered by Statistics.com
This course focuses on Machine Learning Operations (MLOps) using Microsoft Azure, designed to help you deploy and manage machine learning models efficiently. You'll explore techniques for integrating machine learning int...
$555.30listed price -
17
edX MOOC / Non-creditMachine Learning Operations with Google Cloud Platform (MLOps with GCP)
Offered by Statistics.com
This course focuses on Machine Learning Operations using Google Cloud Platform, guiding professionals through the essential concepts and practices in deploying machine learning models effectively. You'll explore operatio...
$555.30listed price -
18
edX MOOC / Non-creditMachine Learning Operations (MLOps): Getting Started
Offered by Google Cloud
In Machine Learning Operations (MLOps): Getting Started, you will build a foundation in the tools, practices, and Google Cloud architectures used to deploy, monitor, and manage machine learning systems in production envi...
$29.00listed price -
19
edX MOOC / Non-creditMachine Learning Operations (MLOps) for Generative AI
Offered by Google Cloud
Overcome the unique challenges of deploying and managing generative AI models and learn how Vertex AI can empower you to streamline processes for project success.
$25.00listed price -
20
edX MOOC / Non-creditMLOps Tools: MLflow and Hugging Face
Offered by Pragmatic AI Labs
Enhance your MLOps Journey: Explore MLflow and Hugging Face for Streamlined ML Lifecycle Management.
$449.00listed price -
21
edX MOOC / Non-creditMLOps Platforms: Amazon SageMaker and Azure ML
Offered by Pragmatic AI Labs
Elevate Your MLOps Game: Master AWS SageMaker and Azure ML for Production-Ready AI Solutions.
$449.00listed price -
22
edX MOOC / Non-creditPython Fundamentals for MLOps
Offered by Pragmatic AI Labs
Master Python for Seamless MLOps: From Fundamentals to Automation and Workflow Efficiency.
$449.00listed price -
23
AI-300 - Microsoft Certified MLOPs Engineer Associate - 2026
AI-300: Microsoft Certified MLOps Engineer Associate (2026) – Full Practice Exam with Detailed ExplanationsPrepare confidently for the AI-300: Microsoft Certified MLOps Engineer Associate certification exam with this com...
$19.99listed price -
24
From Zero to Hero - Digital Product Development From Scratch
Offered by Amazon Web Services & Technical University of Munich (TUM)
Welcome to our Coursera course on contemporary digital product development! Throughout this course, you'll gain invaluable insights into the inner workings of digital product development. Drawing from the extensive exper...
$49.00listed price -
25
Large Language Model Operations (LLMOps)
Offered by Duke University
Master the world of Large Language Models through this comprehensive specialization from Coursera and Duke University, a top Data Science and AI program. Dive into topics ranging from generative AI techniques to open sou...
$49.00listed price
Best MLOps Courses Online compared
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 25 priced courses on this page run from $19.99 to $555.30, with the middle of the range around $49.00 — a spread of $535.31. 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, Udemy and edX. 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 Duke University, Harvard University and Amazon Web Services & Technical University of Munich (TUM) — 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 Mlops 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 30 August 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.