AWS Certified AI Practitioner (AIF-C01) — Question 179

Which ML technique ensures data compliance and privacy when training AI models on AWS?

Answer options

• A. Reinforcement learning
• B. Transfer learning
• C. Federated learning
• D. Unsupervised learning

Correct answer: C

Explanation

Federated learning is designed to keep data decentralized, ensuring compliance with privacy regulations since the data remains on local devices. In contrast, reinforcement learning, transfer learning, and unsupervised learning do not inherently focus on data privacy and compliance, making them less suitable for this specific requirement.