AWS Certified AI Practitioner AIF-C01 Practice Question
An insurance company wants to upload its own Python training script, automatically tune hyperparameters, and expose the trained model behind a fully managed HTTPS endpoint. Which AWS managed AI/ML service best meets these needs?
Amazon SageMaker is designed for the complete ML lifecycle. It lets users bring custom code or algorithms, run automatic model tuning to optimize hyperparameters, and deploy the resulting model to a managed, scalable HTTPS endpoint for real-time inference. Amazon Comprehend, Amazon Lex, and AWS Glue are managed services for specific tasks-text analysis, conversational interfaces, and data integration-none of which provide the full build-train-tune-deploy workflow required in this scenario.
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AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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