Intro to MLOps with MLflow
Learn the basics of machine learning operations (MLOps) using 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.
Curriculum
Intro to MLOps
Intro to MLflow
Capstone Project
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
"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
Frequently Asked Questions
This course is aimed at machine learning enthusiasts and experts who are looking to get hands-on experience building an MLOps workflow using MLflow. If you are a Data Scientist, Machine Learning Engineer, Software Engineer, DevOps Engineer or similar, this course is for you!
This is a live online course taught by an expert instructor via Zoom. It combines lectures with lots of hands-on exercises, as well as one or two larger projects that require participants to use their newly acquired knowledge to solve real-world problems.
Exercises and projects are chose to be relevant to the type of problems that your team encounters daily. Our goal is to deliver practical, immediately applicable knowledge, and to empower your team to hit the ground running after each training.
Of course! While we do offer a standard version of this course, we can also work with you to tailor the content such that it fits your team's priorities perfectly.
If you have other questions, or want to find out more about this course or other courses we offer, please ping us - we love questions! You can email us at contact@edlitera.com, or get in touch via the chat box below.
Have a question?
Contact us any time, we’d love to hear from you!