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Link to the Quiz (AIGP Free Practice Questions)
Syllabus Outline:
Domain I. Understanding the Foundations of Artificial Intelligence (12 items)
βββ IA. Understand the basic elements of AI and ML (4) β
βββ IB. Understand the differences among types of AI systems (4)
βββ IC. Understand the AI technology stack (2)
βββ ID. Understand the history of AI and the evolution of data science (2)
Domain I has 4 sub-domains. This series of posts is focused on the resources and practice questions on the first sub-domain i.e. "Understand the basic elements of AI and ML"
Domain IA. Topics Covered in BoK (Total No. of Items: 4):
1οΈβ£ Understand widely accepted definitions of AI and ML, and theΒ basic logical-mathematical principles over which AI/MLΒ models operate.
2οΈβ£ Understand common elements of AI/ML definitions under newΒ and emerging law:
1. Technology (engineered or machine-based system; or logic, knowledge, or learning algorithm).
2. Automation (elements of varying levels).
3. Role of humans (define objectives or provide data).
4. Output (content, predictions, recommendations, or decisions).
3οΈβ£ Understand what it means that an AI system is a socio-technical system.
4οΈβ£ Understand the need for cross-disciplinary collaboration (ensure UX, anthropology, sociology, linguistics experts are involved and valued).
5οΈβ£ Knowledge of the OECD framework for the classification of AI systems.
6οΈβ£ Understand the use cases and benefits of AI (recognition, event detection, forecasting, personalization, interaction support, goal-driven optimization, recommendation).
Link to the Quiz (AIGP Free Practice Questions)
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