AWS Certified AI Practitioner (AIF-C01)

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Exam Content Domains and Weightings

• Domain 1: Fundamentals of AI and ML (20% of scored content)
• Domain 2: Fundamentals of Generative AI (24% of scored content)
• Domain 3: Applications of Foundation Models (28% of scored content)
• Domain 4: Guidelines for Responsible AI (14% of scored content)
• Domain 5: Security, Compliance, and Governance for AI Solutions (14% of scored content)

Domain 1: Fundamentals of AI and ML

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Task Statement 1.1: Explain basic AI concepts and terminologies

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Objective: Define basic AI terms (for example, AI, ML, deep learning, neural networks, computer vision, natural language processing [NLP], model, algorithm, training and inferencing, bias, fairness, fit, large language model [LLM]).

Core Concepts

1. Artificial Intelligence (AI): A branch of computer science that enables machines to mimic human intelligence, including tasks like problem-solving, learning…