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YouTube

Automated Data Classification

Open Data Science via YouTube

Overview

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Explore automated data classification in this 33-minute video featuring Alex Gorelik, a seasoned technology executive. Dive into the data privacy ecosystem, data mindfulness, and the organization of semantic labels into ontologies. Discover the importance of annotations, expressibility, and manual human annotation. Examine the benefits of automation, field-level automation approaches, functional alignment, and dataset-level automation. Gain insights into managing data efficiently, complying with regulations, enhancing security, and supporting analysis and decision-making in large enterprises. Learn how automated data classification serves as a critical tool for effective data management and leverage in modern organizations.

Syllabus

- Introduction
- Data Privacy Ecosystem
- Data Mindfulness
- Semantic labels are organized into an ontology
- Annotations
- Expressibility
- Manual/Human Annotation
- Automation Benifits
- Feld Level Automation Apprpaches
- Functional Aligement
- Automation - Dataset Level
- Conclusion

Taught by

Open Data Science

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