Open Data Science 2024
Rasmus Erik @ solsort.com
Introduction
- Introduction, and my background
- Tour of different topics related to open data science
- Deep-dive into a topic of your choice
- Conclusion and reflection
Interactive session
Ask questions!
If you are curious about something, others may have the same question, – do them a favour and ask.
Content depends on your interests.
Dialogue.
My Background
Rasmus Erik @ solsort.com
- Entrepreneur using OPEN DATA, Solsort ApS
- DATA SCIENTIST (part-time) in AI-team at DBC,
- Studying religion(cross-cultural) at KU, and active in LightHouse, Green Students, DH-Cult and UKUA
- MSc. in Computer Science, – including courses from information studies (taught by Haakon) and work in IT-Lab(predecessor to DigiLabs)
The Topics
- Literature recommendations
- Image categorization
- Image recommendations
- Data accessibility
- Digitalisation and public libraries
- AI and learning
- LLMS á la ChatGPT
Recommender systems
Literature
recommendations.
Collaborative filtering. JSON.
Image categorization
Project for the
National Museum.
Machine learning. Supervised vs
unsupervised.
Image recommendation
Project for the State
Museum of Art (SMK).
Feature engineering, dimension reduction
and PCA.
Making data accessible
Digitalisation in the Public Libraries
Display solution, cover images,
and app-tech.
Open data.
Navigating organizational structures.
Digital in the physical
Learning and AI
Quizzes and book
about History of
Ideas.
Tips, pros and cons for studying/learning
Language models á la ChatGPT
ChatBib and SkoleGPT. (DBC)
How LLMs work. Transformer
architecture.
Deep dive
Which of the previous topics
are you most curious about?
The Topics
- Literature recommendations
- Image categorization
- Image recommendations
- Data accessibility
- Digitalisation and public libraries
- AI and learning
- LLMS á la ChatGPT
Conclusion and reflection
Questions?
Reflection
- Reflect on what was the most important conclusions, information or insights for you in this lecture
- Discuss with your neighbour
- Follow-up in plenum
Questions?
Slides on UKUA.dk
Feel free to get in touch
Rasmus Erik @ solsort.com
Lighthouse SC breakfast
mondays at 9am, 6B.1.06