Seminar
2 SemesterwochenstundenBTU-Vorlesungsverzeichnis ↗- Montag05 Okt 2026 bis 25 Jan 202711:30 bis 13:00
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14013Fakultät 1 – MINT – Mathematik, Informatik, Physik, Elektro- und Informationstechnik
Konversations Künstliche Intelligenz: Geschichte, Anwendung, Zukunft
Titel auf Englisch: Conversational Artificial Intelligence: History, Application, Future
Lernergebnisse
After successfully completing the module, students have a comprehensive overview of the field of Conversational AI. Studnets know the history of NLP and chatbots, including the meaning of NLP, NLU, and NLG. They know text mining techniques using Matlab/Simulink, Python and R learn. They also have knowledge of large language models and multimodal models, and familiarity with Transformer models for deep learning. They know the limitations of models and new platforms such as ChatGPT, Baidu's Ernie, and Google's Bard and are able to build and maintain conversation-based agents.
Inhalte
- History of natural language processing (NLP) and chatbots, including the meaning of NLP, NLU,
- Introduction to text mining using Matlab/Simulink, Python, R
- Large language models (LLM) and multimodal models
- Transformer models for deep learning (DL), including generative pre-trained transformer (GPT-3), GPT-3.5, bidirectional encoder representations from transformers (BERT), Turing natural language generation (Turing-NLG), and Wu Dao 2.0
- Creating and managing a conversational agent with Google Dialogflow CX including flows, pages, intents, entities, fulfillments, and webhooks)
- Cybersecurity aspects of chatbots, misinformation, and data biases
Voraussetzungen
Verpflichtende Voraussetzungen
Keine
Empfohlene Voraussetzungen
- Basic knowledge of Python
- Basic knowledge of machine learning
Prüfungsmodalitäten
- Seminar presentation, 5-10 minutes (20%)
- Paper/Essay, 10-15 pages (30%)
- Successful completion of bi-weekly exercises (50%)
Termine im WiSe 26/27
Angeboten in
- Artificial IntelligenceM.Sc.
Wahlpflichtkomplex: Seminars or Laboratories
- InformatikM.Sc.
Wahlpflichtkomplex: Seminare oder Praktika
- Cyber SecurityAbschluss im Ausland
Wahlpflichtkomplex: Kein Komplex genannt
| Studiengang | Abschluss | Wahlpflichtkomplex |
|---|---|---|
| Artificial Intelligence | M.Sc. | Seminars or Laboratories |
| Informatik | M.Sc. | Seminare oder Praktika |
| Cyber Security | Abschluss im Ausland | Kein Komplex genannt |
Literatur und Materialien
Will be handed out at the beginning of the semester / during the first seminar meeting.
Bewertungen von Studierenden
Was Studierende über dieses Modul sagen. Die BTU hat damit nichts zu tun — hier schreiben nur Studierende, und jede Bewertung ist die Meinung einer einzelnen Person.