Courses
A collection of university(-level) courses Noel has attended (grouped and sorted for readability).
Mathematics
| Course | Responsible Person | University |
|---|---|---|
| Analysis I and Linear Algebra | Patrick Winkert | Technical University of Berlin |
| Statistics I | Astrid Cullmann | Technical University of Berlin |
| Statistics II | Astrid Cullmann | Technical University of Berlin |
Linear Algebra for Machine Learning and Data Science enrolled
|
Luis Serrano, Andrew Ng | DeepLearning.AI (Coursera) |
Data Science
| Course | Responsible Person | University |
|---|---|---|
| Data Science Toolbox | Timm Teubner | Technical University of Berlin |
| Visual Analytics | Doris Dransch, Mike Sips | Humboldt University of Berlin |
| Process Mining | Matthias Weidlich | Humboldt University of Berlin |
Computer Science
Foundations
| Course | Responsible Person | University |
|---|---|---|
| Theoretical Foundations of Computer Science | Henning Sprekeler | Technical University of Berlin |
| Fundamentals of Computer Engineering | Jean-Pierre Seifert | Technical University of Berlin |
| Programming I | Ingo Weber | Technical University of Berlin |
| Programming II | Axel Küpper | Technical University of Berlin |
| Software Engineering and Programming Paradigms | Sabine Glesner | Technical University of Berlin |
| Information Systems and Data Analysis | Alexander Borusan, Volker Markl | Technical University of Berlin |
| Introduction to IT Security | Jean-Pierre Seifert | Technical University of Berlin |
Machine Learning
| Course | Responsible Person | University |
|---|---|---|
| Symbolic Artificial Intelligence Project | Stefan Fricke, Sahin Albayrak | Technical University of Berlin |
| Selected Topics in Algorithms and Data Structures (Project: Genetic Algorithms) | Benjamin Blankertz | Technical University of Berlin |
| Cognitive Algorithms (Elective: Python Programming for Machine Learning) | Johannes Niediek, Klaus-Robert Müller | Technical University of Berlin |
| Cognitive Robotics | Verena Hafner | Humboldt University of Berlin |
| Current Research in Natural Language Processing | Alan Akbik | Humboldt University of Berlin |
| Programming Lab: Modern Distributed Applications (Project: Medical Diagnosis AI) | Damien Foucard, Manfred Hauswirth | Technical University of Berlin |
| Deep Learning and Natural Language Processing | Alan Akbik | Humboldt University of Berlin |
| Deep Learning for Visual Computing | Peter Eisert | Humboldt University of Berlin |
Digital Health
| Course | Responsible Person | University |
|---|---|---|
| Data Science for Cognitive Neuroscience | Anuja Negi, Fatma Deniz | Technical University of Berlin |
| Algorithmic Bioinformatics | Ulf Leser, Arik Ermshaus | Humboldt University of Berlin |
| Medical Informatics | Felix Balzer, Thorsten Schaaf, Falk Meyer-Eschenbach | Humboldt University of Berlin |
| Medical Data Science | Felix Balzer, Thorsten Schaaf, Falk Meyer-Eschenbach | Humboldt University of Berlin |
Clinical Research Informatics enrolled
|
Fabian Prasser | Humboldt University of Berlin |
Information Systems
| Course | Responsible Person | University |
|---|---|---|
| Introduction to Information Systems | Rüdiger Zarnekow | Technical University of Berlin |
| Architectures of Application Systems | David Bermbach | Technical University of Berlin |
| Operations Research | Karlo Hainsch, Christian von Hirschhausen | Technical University of Berlin |
| Business Processes | Aleksandra Revina | Technical University of Berlin |
| Robotic Process Automation | Jan Mendling | Humboldt University of Berlin |
| Advanced Research Methods in Human-Computer Interaction (Project: LLM-Assisted Scientific Workflow Development) | Thomas Kosch | Humboldt University of Berlin |
| Informatics & Society (Project: Economic Models of LLMs) | Frank Pallas | Technical University of Berlin |
Business Administration
| Course | Responsible Person | University |
|---|---|---|
| Financial Accounting and Cost Accounting | Maik Lachmann | Technical University of Berlin |
| Investment and Finance | Hans Hirth | Technical University of Berlin |
| Marketing and Operations Management | Katrin Talke, Thomas Volling | Technical University of Berlin |
| Organization and Innovation Management | Dodo zu Knyphausen-Aufseß, Søren Salomo | Technical University of Berlin |
| Introduction to Intellectual Property Law | Duygu Üge, Markus Gollrad | Technical University of Berlin |
| Entrepreneurship & Law I | Martin Haase | Technical University of Berlin |
Complementary
| Course | Responsible Person | University |
|---|---|---|
| Introduction to Psychology | Paul Bloom | Yale University (Coursera) |
| Introduction to Philosophy (Elective: Mental Representations) | Axel Gelfert, Matej Kohár | Technical University of Berlin |
| How Science Works | Martin Reinhart | Humboldt University of Berlin |
| CTT102: Creative Thinking: Techniques and Tools for Success | Peter Childs | Imperial College London (edX) |