Advanced Python for MLOps
You can learn Python on expert level based on real MLOps tasks
In this course, you will level up your Python to run production MLOps systems at scale. You will focus on speed, safety, and cost. Step by step, you will learn patterns that senior MLOps engineers use to keep services stable under load.
You will work with concurrency (threads and processes), high-performance I/O, Parquet and HDF5, and advanced logging. You will test with fixtures and mocks, use decorators and dynamic imports for plugins, and manage packages and dependencies the right way. You will also connect code to cloud SDKs (AWS/GCP/Azure), use Docker and Kubernetes Python clients, integrate ML platform SDKs like MLflow, and build production APIs with Flask and FastAPI.
By the end, you will be able to design and ship robust Python services for ML, with strong tests, clear runbooks, and easy ops. This course prepares you to join or lead modern MLOps projects with confidence.
What you’ll learn
✓ Use Python to build and run scripts for data pipelines, automation, and monitoring in MLOps projects.
✓ Connect Python code with cloud services, containers, and APIs to help manage ML systems in production.
✓ Manage files, logs, and system tasks using Python tools that are common in real machine learning operations.
✓ Test, organize, and package your Python code so it is ready for use in teams and can be used in daily MLOps work.
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.
All Courses Access
- Access to all current and future courses of Nubes Academy
- Access to all reading materials and downloadable resources
- GitHub repository with source code
Perfect for learners who want to master this topic by themselves.
All Courses Access +
Capstone project + …
- Access to all current and future courses of Nubes Academy
- Access to all reading materials and downloadable resources
- GitHub repository with source code
- Quizzes
- Capstone Projects and Expert review of your results
- Certificate of course completion
- Participation in live Q&A sessions with Experts
- Participation in Slack community
The best option for serious learners who wanna master real-world skills 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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