Teachings
I am an advocate for free knowledge availability. I believe that the availability of knowledge is a fundamental right and that it should be accessible to everyone. Therefore, all my teaching material is CC BY-NC-SA licensed unless otherwise stated. Feel free to share, remix, and adapt the content as long as you give appropriate credit and distribute your contributions under the same license.
Teaching courses
Course held in: 2025
| latest update: July 04, 2025 at 07:09 AM
In this course, students will learn essential computational approaches for analyzing functional imaging data in neuroscience. The focus is on the full workfl...
Course held in: 2024
| latest update: October 27, 2024 at 10:38 AM
This intensive 1.5-day course provides a comprehensive introduction to applying machine learning techniques for dimensionality reduction in neuroscience. Par...
Course held in: 2024, 2023
| latest update: July 03, 2025 at 10:10 PM
A short introduction into cutting-edge methods for assessing animal behavior in a multi-modal and high-throughput fashion and deciphering animal behavior and...
Course held in: 2024, 2023
| latest update: July 04, 2025 at 09:09 AM
In this course, we will learn how to use the free open-source software (FOSS) Napari for bioimage analysis. Napari is a fast, interactive, multi-dimensional ...
Course held in: 2021, 2020, 2019
| latest update: October 10, 2022 at 11:17 PM
The course is a collection of short tutorials tailored to practical Data Science problems in Neuroscience. The aim of these short tutorials is to demonstrate...
Course held in: 2023, 2022, 2021, 2020, 2019
| latest update: August 02, 2023 at 07:48 PM
Introductory course into the Python programming language. The course is condensed to the minimum requirements for the use of Python in numerical data analysi...
Course held in: 2021, 2020
A short introductory course on using Fiji for Ca2+ images.
Course held in: Ocotober 24, 2019
| latest update: July 14, 2021 at 06:38 PM
Introductory workshop into scientific programming and data analysis with MATLAB. The workshop was held in the 4th DZNE Doctoral Retreat in Dresden, Germany (...
Course held in: 2012-2016
| latest update: July 14, 2021 at 06:10 PM
A summary of courses and lectures I was involved in during my studies and Ph. D. and before 2019.
General teaching materials
Here is some supporting teaching material covering LaTeX and Markdown guides, Python cheat sheets, and more.
With miniconda, we can have minimal Python installation on any OS. Learn how to install it and how to use conda to create and manage virtual environments, in...
A collection of useful Python commands and application examples.
A getting started guide with LaTeX guide.
latest update: April 14, 2024 at 01:24 PM
Markdown guide with a broad overview of Markdown syntax and ready to use examples for direct application in your Markdown documents and Jupyter notebooks.