Monday, October 16, 20232:00 pm - 3:00 pm
Moderator: Jessica Rodriguez, Industry Engagement and Outreach Officer, Data Science Institute
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Data Profiler is Capital One’s open source machine learning technology for data monitoring. As a Python library, Data Profiler helps users analyze and monitor big data and detect information that should be properly protected. Data can be loaded with a single command and automatically formatted and loaded into a DataFrame. Data Profiler identifies the schema, statistics, entities (PII/ NPI) and more. Data profiles can then be used downstream in applications or reports.