Congratulations to everyone who passed the first attempt!

Now you can get your certificate and put it to your LinkedIn

https://certificate.datatalks.club/mlops-zoomcamp/2024/fe629854d45c559e9c10b3b8458ea392fdeb68a9.pdf

Here are the instructions: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/certificate.md

We have closed the evaluation form for attempt 2 and now created the certificates for everyone who passed the projects

In total, 138 people graduated this year with a certificate.

The instructions for getting your certificate are the same:

https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/certificate.md

Congratulations!

To make it easier to download your certificate, we added it to your course enrollment profile

We have updated the enrollment page on the platform: now you can add your linkedin, your github, your website, and any other information you want to add to the "about me" part.

We will not create a separate top-100 leaderboard page on github but instead link to the platform's leaderboard: it now has all the information

You can add your links here: https://courses.datatalks.club/mlops-zoomcamp-2024/enrollment (you have to be logged in)

Hi everyone!

We want to interview our course graduates and to make a series of podcasts/articles about your journey in our community

- How did our courses impact your journey?
- What did you gain from it?
- What was your career path like after completing the course?

Would you be interested in sharing your story?

Fill in the form and we will contact you
https://airtable.com/appY3dCxs3rPhB60s/shrWvYKzErRJtVTPj

Your experience will be highly motivational for the future students!

We will start our pre-course Q&A stream in ~50 minutes

You can ask your questions using this link: https://app.sli.do/event/bu5ANFCaCQGMHLrnJpnF4v

The recording of the Q&A stream:

https://www.youtube.com/watch?v=rv43YJQsZIw

The course starts tomorrow at 17:00 Berlin time! Be ready!

We will share the link to the stream tomorrow right before the event

You can ask questions in advance using this link

https://app.sli.do/event/bu5ANFCaCQGMHLrnJpnF4v

See you tomorrow!

We're starting in ~50 minutes

You can ask your questions here: https://app.sli.do/event/bu5ANFCaCQGMHLrnJpnF4v

Starting in 10 minutes!

Stream: https://www.youtube.com/watch?v=qqZU8nBtH90
Questions: https://app.sli.do/event/bu5ANFCaCQGMHLrnJpnF4v
Watch now or later in recording

The timetable for the course - you can find it on the course management platform. It's in your timezone. On this screenshot it's Berlin time

Course management platform:

https://courses.datatalks.club/mlops-zoomcamp-2025/

We're starting a new module - this week we will learn about experiment tracking and MLFlow

Materials: https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/02-experiment-tracking
Homework: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/02-experiment-tracking/homework.md

Have fun!

We’re preparing a new MLOps competition!

Join us for a live preview session with Alexander Guschin and Alexey Grigorev to show you what this new MLOps Zoomcamp challenge is about.

Date: Tuesday, June 10
Time: 5:00 PM CET
Register here: https://lu.ma/bc9hdw61

In this session, you’ll learn how the competition works, what you’ll build, and how to get started. You’ll deploy your own ML model, receive real-time requests, monitor metrics like uptime and latency, and track performance, just like in a real-world project.

Here’s what we’ll cover:

- What the challenge is and how to join
- What your model needs to do
- How to use the platform to deploy and evaluate it
- Tips and tricks from the instructors

Bring your questions, we’ll answer them live.

About the hosts:

- Alexander Guschin is Kaggle Grandmaster (#5 in the world!), ML engineer, and teacher to 100K+ students.
- Alexey Grigorev is the creator of MLOps Zoomcamp and founder of DataTalks.Club

We're starting module 3!

Materials: https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/03-orchestration
Homework: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/03-orchestration/homework.md

You'll have to do a lot of self-studying for this module, so you'll have 2 weeks to complete this module

Have fun!

We're starting Module 4, which focuses on model deployment!

👉🏼 Materials
👉🏼 Homework
👉🏼 Submit your homework here

Homework due date: 17 June 2025 01:00 CET

This module covers:

- Deployment strategies: online (web, streaming) vs. offline (batch)
- Deploying with Flask (web service)
- Streaming deployment with AWS Kinesis & Lambda
- Batch scoring for offline processing

Have fun!

Do you want to take part in our MLOps competition?

Join our stream now to find out more!

Stream: https://www.youtube.com/watch?v=ZxUVBG4z5uE

Watch now or later in recording

Slides from the webinar: https://docs.google.com/presentation/d/1-DIRH8wh-Rc251oZLjFNzQF0Fm0yUYe9PmLm00b3SyM/edit?usp=sharing