After a long pandemic break, PyCon DE & PyData is back again! I attended previous conferences remotely, and this year was the first time when I arrived to Berlin to be there in person. The conference was great, with plenty of amazing talks and insights from leading Python engineers and data scientists. And while the memories are still fresh, I would like to structure the collected notes and briefly summarize attended presentations.