Fine-tuning Large Language Models (LLM) This course provides a detailed exploration into the practical application, ethical considerations, and open-source landscape of fine-tuning large language models (LLMs) for students with basic programming skills. Bachelor’s level; Master’s level
Information Search and Generation with Large Language Models Information retrieval, matching and generation, large language models, query construction and prompt engineering techniques, retrieval-augmented generation, collaborative topic creation and fine-tuning, evaluating information retrieval and generation. Bachelor’s level; Master’s level
Digital Humanities for Literary Studies (Course in Finnish) Opiskelija perehtyy kirjallisuudentutkimukseen liittyviin digitaalisiin ihmistieteisiin teoreettisesti ja tutkimusartikkelien perusteella. Bachelor’s level
Introduction to Digital Humanities (Course in Finnish) Opintojakso tarjoaa monipuolisen yleiskatsauksen digitaalisiin ihmistieteisiin ja sen eri osa-alueisiin. Erityisesti tarkastellaan digitaalisuuden merkitystä ja vaikutusta humanistisessa tutkimuksessa, ja esitellään sekä kvalitatiivisia että kvantitatiivisia menetelmiä, joilla digitaalisuutta ja digitaalista aineistoa voidaan lähestyä. Käsiteltäviä…
Statistical Methods for Text Data Analysis This course teaches various statistical methods for modeling and analysing text data. Contents are planned to include models for representing text including vector space models and neural embedding models; document content processing stages such…
Digital Libraries and Open Science The course literature includes types and tasks of digital libraries, both in the non-profit and commercial sectors. Other topics of the course are open science, open data and data archives. Bachelor’s level, Master’s level
Digital Humanities Course focused on methods for the collection, manipulation and analysis of digital data; offered within the English BA. Topics may include text markup, encoding and analysis; online tools for the analysis of literary/linguistic/cultural data; basic programming for tasks…
Studies in Information Processing Science Module offered within the Information Studies BA. Bachelor’s level
Digital Humanities Minor programme Digital Humanities aim at developing a broad understanding of the cultural, historical, and social aspects of current digital humanities research. Interdisciplinary collaboration, critical thinking, innovation and practice-based digital skills will be emphasized in the studies. The…