Intro to MLOps with MLflow

Learn the basics of machine learning operations (MLOps) using MLflow.

Intro to MLOps with MLflow

What will I learn?

  • Gain an understanding of what MLOps is, who needs it and why.
  • Learn how to build, deploy and monitor machine learning systems that are stable, efficient and reproducible.
  • Design and build a complete MLOps workflow using MLflow.
  • Get hands-on experience with MLflow.


Intro to MLOps

Learn how the new field of MLOps brings together concepts from the fields of DevOps and Data Engineering to apply them to the machine learning model life cycle.

Intro to MLflow

Learn about the different components of the MLflow library. Become familiar with the tools that are typically used with MLflow for versioning, orchestration, parameter optimization, model serving and monitoring.

Capstone Project

With your instructor's guidance, use what you've learned in this class to design an end-to-end MLOps workflow using MLflow.

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student
Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student
Gaston G., a graduate of Edlitera's Python training bootcamp

Frequently Asked Questions

1. Who is this course for?
2. How is this course taught?
3. Can you tweak the content of this course for my team?
4. What if I have other questions?

Have a question?

Contact us any time, we’d love to hear from you!