Hertie School Data Science Lab

Hertie Data Science Lab

Research, infrastructure, and teaching at the Hertie School in Berlin.

Each course has a persistent organisation containing all cohort delivery years.

Organisation	Course	Code
Hertie-Intro-Data-Science-C11	Introduction to Data Science	GRAD-C11
Hertie-Maths-Data-Science-C23	Mathematics for Data Science	GRAD-C23
Hertie-Machine-Learning-C24	Machine Learning	GRAD-C24
Hertie-Data-Structures-Algorithms-C9	Data Structures & Algorithms	GRAD-C9
Hertie-Deep-Learning-E1394	Deep Learning	GRAD-E1394
Hertie-Causal-Inference-C22	Causal Inference & Machine Learning	GRAD-C22
Hertie-DS-Decision-Making-E1354	Data Science & Decision Making	GRAD-E1354
Hertie-Causal-ML-E1487	Causal Machine Learning	GRAD-E1487
Hertie-NLP-E1282	NLP	GRAD-E1282
Hertie-Algorithmic-Game-Theory	Algorithmic Game Theory & Governance	GRAD-E1489

Repo	Description
ds01-hub	Issue hub & documentation for ds01, the DSL research server
ds01-infra	Source code for the the multi-user GPU container management layer
ds01-jobs	Remote job scheduling for the DSL server
teaching-toolkit	E2e course delivery toolkit for faculty & TAs to run GitHub courses
dsl-jekyll-theme	Shared Jekyll theme for public facing websites & deployed GitHub pages
course-website-template	Feature-rich and easy-to-use website template for academic courses

Repo	Description
teaching-toolkit	E2e course delivery toolkit for faculty & TAs to run GitHub courses
mds-onboarding	Pre-semester MDS onboarding live site
thesis-template-2026	Unofficial Hertie thesis template (Typst)
colab-cheat-sheet	Google Colab guidelines for Hertie classes
distill-template	Distill article template for student projects

Projects the DSL co-develops with external partners:

Project	Description
bertelsmannstift/pragmata	a RAG system evaluation framework co-developed with the Bertelsmann Stiftung, released as an OSS tool available, with a full workflow, configs & glue scripts here

Repo	Description
research-consulting	Research consulting projects