Developers require access to production-like data for testing purposes. Which strategy effectively allows them to work with realistic datasets while ensuring sensitive information remains protected?

Real Exam

Create synthetic data that mimics production data characteristics without containing any real user information.

17.1%

Provide developers with full access to production data, relying on contractual confidentiality agreements to prevent misuse.

1.4%

Use data masking and anonymization techniques to create sanitized versions of production data for development use.

78.6%

Grant access to production data but monitor usage closely through auditing tools to ensure no sensitive data is exposed.

2.9%

Databricks Certified Data Engineer - Professional