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How to tackle unstructured data with data science? Showcase of Genida example (HumaneAI micro project)

Published on Jun 14, 202345 Views

Erik Novak

Kleefstra Syndrome Scientific Conference 2023: “Moving towards the uptake and use of Artificial Intelligence (AI) in research and clinical work”, Ljubljana 2023

Related categories

Natural Language Processing Data Science

Chapter list

How to tackle unstructured data with data science? Showcase of GenIDA example00:00
Motivation00:20
Outline01:34
GenIDA01:55
Analysing unstructured data02:27
Overview | Text Representations03:17
Language Models | Text Representations04:05
Overview | Clustering05:18
Kmeans | Clustering05:49
Results | Clustering06:54
Results (cont.) | Clustering - 107:41
Results (cont.) | Clustering - 207:55
Overview | Summarization08:20
ChatGPT | Summarization08:40
ChatGPT Prompt | Summarization09:20
Results | Summarization11:00
Results (cont.) | Summarization11:26
Limitations11:54
Questions?13:26