Course syllabus

Explainable AI, 5 credits

Förklarbar artificiell intelligens, 5 hp

Course code: DT8060

School of Information Technology

Level: Second cycle

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This syllabus is not available in English. Read the Swedish syllabus

Course literature and other materials

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Literature list 2025-01-20 – Until further notice

Finalized by: Forsknings- och utbildningsnämnden, 2024-09-18.

Molnar, Christoph. Interpretable Machine Learning. Leanpub 2019
Online version publicly available at:
https://christophm.github.io/interpretable-ml-book/scope-of-interpretability.html

Denis Rothman. Hands-On Explainable AI (XAI) with Python. Packt 2020

Research articles on the topic of XAI (to be distributed throughout the course).