The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography

Unstructured Data Is Dark Data

Jun 29, 2022
This podcast explores the concept of unstructured data and its various types, the importance of human oversight in object detection models, analyzing unstructured data through sentiment analysis and knowledge graphs, understanding edge computing and its impact on metadata management, continuous training and data validation challenges, and the difficulties in managing unstructured data and the potential of integrating with various APIs for data analysis.
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1
Introduction
00:00 • 2min
2
Understanding Unstructured Data and Metadata
01:41 • 8min
3
The Importance of Human Oversight and Off-the-Shelf Models in Object Detection
09:14 • 5min
4
Analyzing Unstructured Data, Sentiment Analysis, and Knowledge Graphs
14:12 • 4min
5
Understanding Edge Computing and Its Impact on Metadata Management
17:45 • 3min
6
Continuous Training, Data Validation, and Closing the Loop
20:43 • 2min
7
Analyzing Unstructured Data Challenges
22:18 • 19min