EU-AIA-10-14
Data Governance
10 — Data and data governance
Verify necessity before processing special categories of personal data
Description
Providers may only process special categories of personal data if it is strictly necessary for bias detection and correction and cannot be effectively fulfilled by processing other data, including...
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EU-AIA-10-01
Data Governance
Use quality training, validation and testing data sets
EU-AIA-10-02
Data Governance
Implement appropriate data governance and management practices
EU-AIA-10-03
Documentation
Document relevant design choices
EU-AIA-10-04
Documentation
Document data collection processes and origin
EU-AIA-10-05
Documentation
Document data preparation processing operations
EU-AIA-10-06
Documentation
Formulate and document assumptions about data
EU-AIA-10-07
Data Governance
Assess data availability, quantity and suitability
EU-AIA-10-08
Risk Management
Examine data for possible biases
EU-AIA-10-09
Risk Management
Implement bias detection, prevention and mitigation measures
EU-AIA-10-10
Data Governance
Identify and address data gaps and shortcomings
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