Okay it looks like there are quite a few people who still want to submit their projects

So here's attempt #3 for you

https://courses.datatalks.club/de-zoomcamp-2025/project/project3

Have fun!

Note that if you improve your project and submit it one more time for a third attempt, it will be considered self-plagiarism and will result in disqualifying you from the course

Don't do it

Next week we will have a workshop about Apache Airflow 3

It's not a part of the course, but may still be useful for you if you want to learn more tools after the course

You can sign up here:

https://lu.ma/j08vdne9

The deadline for submitting peer review (attempt 2) is tonight - don't forget to do it!

Also, it's important to update your name in the enrollment profile - we will use it for the certificate. We will not regenerate certificates if you forgot to update your name

You can do it here: https://courses.datatalks.club/de-zoomcamp-2025/enrollment

(You need to be logged in)

Want to know what's new in Airflow 3.0?

Join us for a workshop: https://www.youtube.com/watch?v=v_jbmhVWBvM

You can watch later in recording too

We scored project 2. Congratulations to 202 people who passed!

Also, peer review assignments for project 3 are available - go to the course management platform to find out which projects you need to evaluate. Remember that peer evaluation is mandatory for passing the project and receiving a certificate

Have fun learning from your peers!

The second batch of the certificates is now available

You can find them in your enrollment profile: https://courses.datatalks.club/de-zoomcamp-2025/enrollment

You need to be logged in

Please make sure your name on the certificate is correct

We will only regenerate the certificates once when the next batch graduate

You can do it here: https://courses.datatalks.club/de-zoomcamp-2025/enrollment

(You need to be logged in)

This process is manual, so we won't be regenerating certificates again, just once

We closed attempt 3 - congratulations to everyone who passed the project!

In total 326 people graduated from the course. Thanks everyone for being a part of it!

You can find your certificate in the enrollment profile

There was an issue with some of your certificates - but now it's fixed. If you weren't able to download your certificate, try again now

Also, we're officially closing this cohort. Thanks everyone for taking part!

If you liked the course, consider donating proportionally to the value you received from this course

https://github.com/sponsors/alexeygrigorev

We are talking about database internals

Join now or watch later in recording

https://www.youtube.com/watch?v=H3sxOea9qD0

Anyone from course graduates wants to collaborate on new content for 2026?

We want to update modules on dbt, streaming, and maybe others too

Please write to Alexey in slack

Today we have a workshop about docker for data engineering

The content from this workshop will be used as an update for the docker module of the course

You can join here: https://luma.com/qc5jj6c0

Or watch later in recording

Also, next week on Tuesday (16:30 Berlin time), I'll do a workshop on creating a deep research agent

Like with any AI project, most of the work is spent on data engineering:

- reliably downloading trannoscripts
- ingesting them into elasticsearch
- making the database available for the agent to use

That's what I'll focus on in the workshop - building a reliable data pipeline. But I will also show how to build the agent

If you're interested, you can sign up here:

https://luma.com/xbfrz1zp

Workshop is live

Join now: https://www.youtube.com/watch?v=lP8xXebHmuE

Or watch later in recording

Q&A Stream!

Link: https://www.youtube.com/watch?v=WB6b1lcguaA
Questions: https://app.sli.do/event/r22cR71X67cQ7gHacVu7LG

Join now or watch later in recording

We'll be talking about the role of analytics engineer

Join us live or watch later in recording: https://www.youtube.com/watch?v=HxMIsPrIyGQ

For people asking when the course starts: it starts next week on Monday

We will share the link to the stream here. But if you want to get a reminder, you can sign up for this event: https://luma.com/0uf7mmup

During the launch we will have a Q&A session. You can ask your question in advance using this link: https://app.sli.do/event/r22cR71X67cQ7gHacVu7LG

See you on Monday!