AIF-C01 Fundamentals of AI and ML Practice Question
Which THREE of the following are capabilities of Amazon SageMaker? (Select THREE.)
⚠ Common exam trap
The AIF-C01 exam often tests the misconception that SageMaker is limited to cloud-only or specific deployment targets, but the service actually offers flexible deployment options including on-premises and edge devices.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Real-time inference endpoints
Amazon SageMaker provides real-time inference endpoints that allow you to deploy trained models to a fully managed HTTPS endpoint for low-latency predictions. These endpoints automatically scale based on traffic and support A/B testing, making them suitable for production workloads.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Real-time inference endpoints
Why this is correct
SageMaker offers real-time inference with managed endpoints.
- ✓
Automatic model tuning (hyperparameter optimization)
Why this is correct
SageMaker provides automatic model tuning to find optimal hyperparameters.
- ✗
On-premises training only
Why it's wrong here
SageMaker is a cloud service; on-premises training is not supported.
- ✓
Built-in algorithms for common tasks
Why this is correct
SageMaker includes built-in algorithms like XGBoost, K-Means, and linear learner.
- ✗
Can only deploy models to EC2 instances
Why it's wrong here
SageMaker can deploy to endpoints, batch transforms, and edge devices, not only EC2.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.