AI Foundations & Orientation
This cluster provides foundational knowledge and organizational orientation for applying AI responsibly across products and domains.
- Knowledge domains
- /Thematic areas
- /Segments
- /Building blocks
Foundations
This segment covers foundational concepts, terminology and systemic components of artificial intelligence, including model types, training data, evaluation metrics, core architectural principles and common ML workflow elements. Included are descriptions of data requirements, model assessment, basic architecture patterns and interfaces to platforms. Excluded are organization-specific implementations, operational procedures, product-specific integrations and detailed deployment or operations guides.
Applied Artificial Intelligence
Practical approach to applying AI methods to real business and technical problems, focusing on operationalization, data integration and measurable outcomes.
Artificial Intelligence (AI)
A high-level concept for building systems that perform tasks requiring human-like perception, learning and decision-making.