AWS Certified AI Practitioner AIF-C01Demo

Question

Which machine learning technique helps ensure data compliance and privacy while training AI models on AWS?

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

Explanation

Federated learning trains a shared model across distributed datasets while keeping the source data in its original location, reducing the need to transfer or centrally store sensitive data.

Learn more

Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker
Machine learning with decentralized training data using federated learning on Amazon SageMaker

AWS Certified AI Practitioner AIF-C01Demo

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Notes

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