Cloud for MLOps
You can learn how cloud technologies support work of MLOps
In this course, you will learn how cloud technologies support the real work of MLOps engineers. As machine learning moves into production, the cloud becomes essential for running training jobs, storing data and models, and managing systems at scale.
We will focus on the daily tasks MLOps teams do in the cloud, like choosing compute and storage, designing workflows, managing access, and controlling cost. You will also learn how to make smart decisions about cloud use, avoid common mistakes, and build systems that are stable, repeatable, and easy to manage.
By the end, you’ll have a strong foundation in cloud-based MLOps and be ready to explore more advanced topics like observability, security, or FinOps.
What you’ll learn
✓ Understand how to set up and manage machine learning systems in cloud or hybrid environments.
✓ Use tools like MLflow, Airflow, and Kubernetes to automate and control ML pipelines.
✓ Learn how to monitor model health, track changes, and handle failures in Cloud.
✓ Explore real-world ways to manage model versions, scaling, and resource usage in Cloud.
Course Content
Start learning high demand tech skills today
About Your Instructor
Hi, I’m Alex and I’ve spent over 20 years helping well known startups and enterprises introduce innovations. I also developed and taught Cloud&DevOps part for a Master’s Degree at the University.
In this course, I’ll show you what MLOps looks like in practice – step by step, with real tools and clear guidance.
You don’t need to be an expert. If you want to understand how to start or enforce your career as MLOps Engineer, not just in theory, but in real life, this course is for you. Let’s get started.
Cloud for MLOps
Course Access
Get 12 months of access to this course, including:
- All video lectures and screencasts
- Quizzes for every section
- Capstone project to build real-world skills
- Access to all reading materials and downloadable resources
- GitHub repository with source code
Perfect for learners who want to master this topic at their own pace.
All Courses Access +
Q&A + Capstone
- Unlimited access to all current and future courses in Nubes Academy
- Participation in live Q&A sessions with Instructors
- Expert feedback and review of your Capstone projects
- Downloadable resources and GitHub repositories for every course
The best option for serious learners who wanna master real-world MLOps, FinOps, SecOps, Cloud and more, with direct expert guidance.
All courses are developed by experienced instructors with over 10 years of real-world industry expertise. We focus on delivering practical, up-to-date content – not just collecting enrollments, so that every course gives you real value.
Our courses meet high academic standards, and we’re actively working on certification to ensure they align with recognized best practices.
Each course includes video lectures, hands-on labs with screen recordings, quizzes, reading materials, GitHub repository with real project code, and a capstone project. This structure is designed to help you build practical, in-demand skills and knowledge that employers care about.
However, if you’re not satisfied for any reason, you can request a refund in accordance with our Refund Policy – your satisfaction matters to us.
It’s not just skills. It’s your next chapter.
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