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Course

HUM-369: Digital humanities

Summary

Ce cours explore comment les Humanités se transforment à l'ère de l'intelligence artificielle et des données massives. Chaque séance aborde le futur d'une discipline. Les étudiants développent un prototype numérique (Vibe coding) pour accelerer la recherche et l'éducation en SHS.

Lectures

Instructor

Frédéric Kaplan

Official source

https://edu.epfl.ch/coursebook/en/digital-humanities-HUM-369

Moodle Page

http://go.epfl.ch/HUM-369

About this result

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Summary

Lectures

Instructor

Frédéric Kaplan

Official source

https://edu.epfl.ch/coursebook/en/digital-humanities-HUM-369

Moodle Page

http://go.epfl.ch/HUM-369

About this result

Ontological neighbourhood

Information engineering

Natural language processing: Topics in natural language processing

Lectures in this course (7)

Digital Humanities Lab: Practices

Introduces students to digital humanities through practical exercises, such as working on a large ongoing project.

Impresso: Newspaper Archives Exploration

Explores historical newspaper archives through OCR quality, named entities, topic modeling, and text reuse analysis.

Linguistics of Large Numbers

Explores the analysis of large numbers in linguistics and the evolution of language complexity using various texts and corpora.

Document Segmentation: dhSegment

Explores the development and improvements of dhSegment, an open-source document segmentation package using PyTorch.

Concept-Based Image Systems

Explores concept-based, named entity-based, and perspective connections-based image systems, emphasizing the analysis of graphics and visual relationships between images.

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