Automated Data Classification
Offered By: Open Data Science via YouTube
Course Description
Overview
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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