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

Published on 2023-06-1478 Views

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

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