👉👉👉👉 Link to the Quiz (AIGP Free Practice Questions)
Syllabus Outline:
Domain I. Understanding the Foundations of Artificial Intelligence (12 items)
├── IA. Understand the basic elements of AI and ML (4) ✅
├── IB. Understand the differences among types of AI systems (4)
├── IC. Understand the AI technology stack (2)
└── 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):
1️⃣ Understand widely accepted definitions of AI and ML, and the basic logical-mathematical principles over which AI/ML models operate.
2️⃣ Understand common elements of AI/ML definitions under new 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).
3️⃣ Understand what it means that an AI system is a socio-technical system.
4️⃣ Understand the need for cross-disciplinary collaboration (ensure UX, anthropology, sociology, linguistics experts are involved and valued).
5️⃣ Knowledge of the OECD framework for the classification of AI systems.
6️⃣ 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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