An overview on artificial intelligence teaching resources from the Teacher Education Day at Lund University and Vattenhallen, Sweden 20211029

1. Resources for AI education
Sonja Aits
Lund University/Vattenhallen – Teacher Education Day
20211029

2. Resources for teachers and students
• AI Lund: http://ai.lu.se/ network for AI and machine learning
• Almost all events open to general public
• AI Lund TV: recordings from past events
• Weekly drop-ins
• eHealth network: http://www.ehealth.lth.se network for
digitalisation within medicine
Websites tracking state-of-the-art
• https://paperswithcode.com/
• https://github.com/JunMa11/SOTA-MedSeg (medical images)
• http://nlpprogress.com/ (natural language processing)
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3. Self-learning material
• Collection of self-learning materials for programming and AI on
https://github.com/Aitslab/training
• Material of LU AI course on image and video data analysis (including
programming tutorials) https://github.com/COMPUTE-
LU/AI4MedLife_imaging_2021
Community challenges
• Kaggle competions: https://www.kaggle.com/
• https://grand-challenge.org/
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4. Google colab: a free online GPU resource
• https://colab.research.google.com/
• Gives anyone access to GPUs to train AI models
• Works in a browser window
→ Easy to use for training AI models
Instructions on using colab:
https://github.com/Aitslab/training/blob/master/tutorials/colab.md
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5. Data sources for student projects
• https://www.lub.lu.se/service-stod/forskningsdata/soka-oppna-data
• https://datasetsearch.research.google.com/
• https://www.re3data.org/
• https://www.kaggle.com/datasets
• https://en.wikipedia.org/wiki/List_of_datasets_for_machine-
learning_research
• https://idr.openmicroscopy.org/
• https://www.ebi.ac.uk/bioimage-archive/
• https://www.cancerimagingarchive.net/
• https://www.smir.ch/
• http://www.cellimagelibrary.org/
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6. DeepFakes teaching material
• https://www.commonsense.org/education/articles/are-deepfake-
videos-a-threat-to-democracy
• https://www.youtube.com/watch?v=1OqFY_2JE1c
Examples of deep fakes
• https://www.youtube.com/watch?v=7FCLoI37EZw
• https://www.youtube.com/channel/UCGf4OlX_aTt8DlrgiH3jN3g
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7. Essay/discussion topics
• What types of AI do we want and what do we want to avoid? Can we
have one without the other?
• Should we allow open education and research in the area of AI?
• What are potential consequences of biased AI models?
• What are the societal consequences of deep fakes?
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8. Forskningens dag 2021
https://www.vetenskaphalsa.se/forskningensdag/