virtual summer school:

Deep Learning for
Language Analysis

Aug 30 – Sep 3, 2021



The virtual summer school „Deep Learning for Language Analysis” addresses students and doctoral candidates from Linguistics and Digital Humanities, as well as other fields that are involved with the application of machine learning techniques.

Participants can choose between two alternative tracks

Deep Learning with Audio & Speech Data, given by Paul Wallbott (Fraunhofer IAIS)
Text Analysis with Deep Learning, given by Nils Reiter (UoC)

Subsequently, a hands-on course on natural language processing will be provided by the NVIDIA Deep Learning Institute. You can get practical experience powered by GPUs in the cloud and earn a certificate.

During the summer school, there will also be a panel session on practical applications of machine learning, followed by a panel discussion. The panelists will be announced soon. This event will be accessible also without registration to the summer school. Please send a note to with the subject “Panel”, we will then send you an invitation for the panel.

Registration // Contact

The school is mainly aimed at students and doctoral candidates from linguistics and digital humanities, but participants from other fields who are interested in machine learning are welcome to apply as well. Basic knowledge of Python is presumed.

To apply, please send an email to by July 19th, 2021 with the subject „Registration – <Your Complete Name>“ and the following information (included in the email text)

a) Your highest academic degree including discipline or area (e.g. „BSc/MSc/PhD Linguistics“)
b) Information on your current academic position including discipline or area of work (e.g. „MSc/PhD/Postdoc linguistics/digital humanities“)
c) Your current Institution (e.g. „University of Cologne“)
d) A (very short) description of a project where you used Python. Previous knowledge of machine learning, if applicable.
e) Which one of the parallel tracks you want to attend, or your preference if both are appealing to you.
f) 2-3 sentences explaining your motivation to attend the workshop.

There is no registration fee. The whole summer school will take place virtually.

Deadline for registration: July 19th, 2021
Notification: August 16th, 2021
Summer School: August 30th – September 3rd 2021

Schedule (all times are CEST)


The school is funded by the University of Cologne’s Competence Area III (CA3: Quantitative Modeling of Complex Systems) and organized in cooperation with the Center for Data and Simulation Science (CDS), the Department for Digital Humanities (IDH), the Cologne Center for eHumanities (CCeH), and the Data Center for the Humanities (DCH).
Further organizational details will be announced on this website and via e-mail after the application deadline (July 19th, 2021).
For any questions, please contact

Scientific Organizers: Jürgen Hermes (IDH), Nils Reiter (IDH), Claes Neuefeind (CCeH) and Felix Rau (DCH)