👉👉👉👉 Link to the Quiz (AIGP Free Practice Questions)
Domain-V. Practice Quiz ("Understanding the AI Development Life Cycle")
Syllabus Outline:
V. Understanding the AI Development Life Cycle (8 items)
├── A. Understand key steps in AI system planning phase (2)
├── B. Understand key steps in AI system design phase (2)
├── C. Understand key steps in AI system development phase (2)
└── D. Understand key steps in AI system implementation phase (2)
Domain V has 4 sub-domains. This series of posts is focused on the resources and practice questions for the entire domain.
Domain VA. Topics Covered in BoK (Total No. of Items: 2):
1️⃣ Determine the business objectives and requirements.
2️⃣ Determine the scope of the project.
3️⃣ Determine the governance structure and responsibilities.
Domain VB. Topics Covered in BoK (Total No. of Items: 2):
1️⃣ Implement a data strategy that includes:
• Data gathering, wrangling, cleansing, labeling.
• Applying PETs like anonymization, minimization, differential
privacy, federated learning.
2️⃣ Determine AI system architecture and model selection (choose
the algorithm according to the desired level of accuracy and
interpretability).
Domain VC. Topics Covered in BoK (Total No. of Items: 2):
1️⃣ Build the model.
2️⃣ Perform feature engineering.
3️⃣ Perform model training.
4️⃣ Perform model testing and validation.
Domain VD. Topics Covered in BoK (Total No. of Items: 2):
1️⃣ Perform readiness assessments.
2️⃣ Deploy the model into production.
3️⃣ Monitor and validate the model.
4️⃣ Maintain the model.
👉👉👉👉 Link to the Quiz (AIGP Free Practice Questions)
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