AIGP: Artificial Intelligence Governance ProfessionalDemo

Question

During the design phase, what is the most important action for the healthcare network when mapping its existing data to the clinical research partner’s data?

A Apply privacy-enhancing technologies to the data.
B Identify fits and gasp in the combined data.
C Ensure the data is labeled and formatted.
D Evaluate the country of origin of the data.

Explanation

Data mapping should identify the fits and gaps between the datasets, including compatible fields and definitions as well as missing, inconsistent, or underrepresented data. This assessment establishes whether the combined data is suitable for developing a reliable clinical recognition algorithm and exposes data-quality or representation issues that must be addressed.

Learn more

Understand your datasets — Azure Machine Learning

AIGP: Artificial Intelligence Governance ProfessionalDemo

AstroTutor

Notes

Readiness

QuestionQ150

Community Discussion