AWS Certified AI Practitioner AIF-C01 Practice Question
In machine learning workflows, data scientists first build a model during the training phase and then use that model with unseen customer data. What is the specific term for this second step of producing outputs?
The step of applying a trained model to new, previously unseen data to generate predictions is called inferencing (or inference). Training is the earlier phase that adjusts model parameters, data labeling is a preparation activity for supervised learning, and hyperparameter tuning seeks better model configurations during training rather than during prediction time.
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What is inferencing in machine learning?
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What is the purpose of hyperparameter tuning during training?
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How does data labeling contribute to supervised learning?
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What is inferencing in machine learning?
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How does inferencing differ from training in machine learning?
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Can inferencing be performed on any type of machine learning model?
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AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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