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This course introduces core concepts of Natural Language Processing (NLP), from text pre-processing to language models and machine translation. Students learn how to represent and analyze language using methods like word embeddings and text classification. The lecture includes two hands-on exercises and an exam. 

In June 2022, Paul Corkum, Ferenc Krausz, and Anne L’Huillier received the Wolf Prize in physics (the 2^nd most prestigious award in physics and chemistry after the Nobel Prize) for their seminal work on Attosecond Physics. In 2023, the Physics Nobel prize for experimental methods to generate attosecond pulses was awarded to Anne L’Huillier, Ferenc Krauss, and Pierre Agostini. This course, taught by some of the pioneers of this field, will combine theoretical foundations with experimental outlook and cover key topics in Attosecond Physics and its foundation, the interaction of intense laser fields with matter.

• Fundamentals of electronic Response to strong Laser Fields, One- and Multi Photon Processes, Optical Tunnelling

• Electron Motion after Strong-Field Ionization and its Consequences: High Harmonic Generation (HHG), Attosecond Laser-induced Electron Diffraction and Holography and Attosecond Dynamics of correlated Multi-Electron Processes

• Generation of Attosecond Spin-polarized Electron Pulses

• Attoclock and the Tunnelling Time Problem

• High Harmonic Spectroscopy in Atoms and Molecules

• Generation and Characterization of Attosecond Pulses and Attosecond Pulse Trains

• Time-resolved Spectroscopy of Electron Dynamics using Attosecond Pulses

• [BONUS] Ultrafast Chirality: inducing and detecting Electron Currents in chiral Molecules, extremely efficient chiral Discrimination of Molecules

• [BONUS] Evolution of Attosecond Spectroscopy from Atoms and Molecules to Solids: towards all-optical Imaging of topological Properties and Phase Transitions

The course intends to introduce students to the experimental method in economics. The participants first learn how to conduct an experiment and are introduced to the literature in experimental and behavioral economics. Based on this literature, students identify a research question and design an experiment that addresses the research question in the most effective way. They write a term paper on this experiment which can be conducted as a small pilot study.

Want to learn how to defend yourself against manipulation? During the ADDTRUTH workshops, you’ll dive straight into practice. Imagine participating in simulations where you take on different roles and experience firsthand how to react to subtle manipulative tactics. It’s like real-world training, where you get the chance to test your defense skills in a safe, controlled environment.

ADDTRUTH workshops are also a space for building trust - the foundation in today’s world, where trust is in constant decline. In a society filled with misinformation, fake news, and hidden agendas, the key to resisting manipulation is the ability to build authentic, trust-based relationships.

Additionally, each session will be concluded with a reflection session, where you can share your perspective on what happened during the workshop. Because manipulation isn’t black and white, you’ll have the opportunity to discuss the nuances and complexities of each scenario, helping you gain a deeper understanding of how to handle these situations in real life.

We’ll also bring in guest speakers from media, journalism, and academia to give you a broad perspective on the topic. They’ll introduce you to the latest research and real-world applications, helping you connect theory with practice, right here in an academic setting.

This project addresses a critical gap in the standard curriculum by offering an in-depth exploration of social engineering, focusing on manipulation and persuasion techniques. The workshops will touch upon different dimensions where manipulation is present in our lives: marketing and media studies, psychology, ethics, interpersonal interactions, and AI-powered technologies. Participants will gain critical tools to recognize, respond to, and reflect on the diverse dimensions of manipulation, and archives skills that are increasingly essential in a media-saturated, digitally connected society. By combining theoretical insights with experiential learning practices, the project equips students to analyze and navigate manipulative tactics in real-world scenarios.

Dieser Kurs wird im Rahmen des Studiengangs Global Production Engineering ECUST (GPE ECUST) angeboten und ist nicht Bestandteil des allgemeinen Kursangebots der TU Berlin.

This course is offered as part of the Global Production Engineering ECUST (GPE ECUST) program and is not part of the general course curriculum of TU Berlin.

 Source: http://www.freepik.com">Designed by macrovector / Freepik

Modul: Kreislauffähige Produkt- und Prozesssysteme (6 ECTS)

👉 Worum geht’s?

In diesem Modul lernst du, wie Produkte und Prozesse so entwickelt werden können, dass sie nachhaltig, zukunftsfähig und kreislauffähig sind. Statt nur Theorie gibt es konkrete Methoden, die in der Industrie heute schon eine Rolle spielen – und morgen noch wichtiger werden:

• Design for X (DfX) – Produkte so gestalten, dass sie leichter repariert, recycelt oder wiederverwendet werden können.
• Ökobilanzierung (Life Cycle Assessment) – den CO₂-Fußabdruck über den gesamten Lebenszyklus im Blick behalten.
• Digitale Zwillinge – smarte Abbilder nutzen, um nachhaltige Entscheidungen zu treffen.
• Datenbasierte Lösungen – Entscheidungen nachvollziehbar und steuerbar machen.

👉 Was machst du konkret?

Du arbeitest im Team an einem Re-Design eines echten Produkts. Übers Semester finden mehrere Design Reviews – ähnlich wie in der Industrie – von der ersten Nachhaltigkeitsidee bis hin zum finalen Produkt- und Prozesskonzept statt.

👉 Warum lohnt sich’s?

• Du lernst Tools und Ansätze kennen und wendest sie an, wie sie in Zukunft in fast jedem Job gefragt sein werden.
• Du verstehst, wie ökologische und soziale Aspekte über Produkte und deren Prozesse im Lifecycle zusammenhängen.
• Du bekommst direkte Einblicke in Forschung und Industrie – und arbeitest an Themen, die Impact haben.

👉 Prüfung?

• 50% Klausur zu den Vorlesungsinhalten
• 50% Präsentation deines Projekts (Gruppenarbeit)

👉 Für wen?

Das Modul ist offen für alle Masterstudiengänge – egal ob Technik, Management oder Design.

👉 Wer lehrt?

Dr. Kai Lindow, Bereichsleiter für Digital Engineering am Fraunhofer IPK. Am IPK wird an der Zukunft der Industrie gearbeitet – mit Fokus auf eine digital integrierte Produkt- und Prozessentwicklung. In die Lehrveranstaltung fließen aktuelle Forschungsprojekte und reale Industrie-Cases direkt ein.

Seminar im Masterstudiengang "Sprache und Kommunikation"

Pflicht für den Schwerpunkt "Angewandte Kommunikations- und Sprachwissenschaft"

Mögliche Wahlpflicht für den Schwerpunkt "Kognitive Medienlinguistik"

Mögliche Wahlpflicht für den Masterstudiengang "Medienwissenschaft"

Modulzuodnung: MA-SK 3b, MA-MED 7/3