Course Schedule

Start > Masterprogramm Management: Management & Data Science (M.Sc.) -> Pflicht- und Wahlmodule -> Special Topics in Data Science

Lehrveranstaltungen

Advanced Machine Learning (Vorlesung)

Dozent/in: Debayan Banerjee, Ricardo Usbeck

Termin:
 wöchentlich | Donnerstag | 14:15 - 15:45 | 14.10.2024 - 31.01.2025 | C 7.319 Seminarraum

Inhalt: The course introduces Natural Language Processing (NLP), classic models such as RNNs, and proceeds to modern models such as Transformers. Pre-trained and large language models (LLMs) are introduced and methods to use them using prompt engineering will be taught. In later half of the course, Knowledge Graphs (KGs) will be introduced, and how Retrieval Augmented Generation (RAG) techniques can be used to perform Question Answering (QA) over Knowledge Graphs using LLMs.