25 Best MLOps Courses Online

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...

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...

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...

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...

Machine 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...

Machine 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...

Advanced 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...

Gradient 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...

MLOps 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...

Machine 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...

AI 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...

MLOps: 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...

Hands-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...

Machine 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...

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...

Machine 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...

Machine 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...

Machine 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...

Machine 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.

MLOps Tools: MLflow and Hugging Face

Offered by Pragmatic AI Labs

Enhance your MLOps Journey: Explore MLflow and Hugging Face for Streamlined ML Lifecycle Management.

MLOps 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.

Python Fundamentals for MLOps

Offered by Pragmatic AI Labs

Master Python for Seamless MLOps: From Fundamentals to Automation and Workflow Efficiency.

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...

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...

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...