ALEX GORELIK - Automated Data Classification

Опубликовано: 28 Апрель 2026
на канале: Open Data Science and AI Conference
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Alex Gorelik is a technology executive and entrepreneur with over 20 years of experience in the software industry who brings a wealth of information to any audience he engages with. In this video, Alex will be discussing automated data classification. What it is, how it can help organizations manage their data more efficiently, comply with regulatory requirements, enhance data security, and support data analysis and decision-making. Importance of automated data classification simply put, it is a critical tool for managing and leveraging data effectively in large enterprises.

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Key Topics:
0:00 - Introduction
0:26 - Data Privacy Ecosystem
1:10 - Data Mindfulness
2:46 - Semantic labels are organized into an ontology
3:10 - Annotations
4:05 - Expressibility
7:59 - Manual/Human Annotation
10:25 - Automation Benifits
14:35 - Feld Level Automation Apprpaches
19:15 - Functional Aligement
21:40 - Automation - Dataset Level
22:55 - Conclusion

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