AWS Certified Machine Learning Engineer – Associate (MLA-C01) — Question 88

A company needs to develop an ML model. The model must identify an item in an image and must provide the location of the item.

Which Amazon SageMaker algorithm will meet these requirements?

Answer options

• A. Image classification
• B. XGBoost
• C. Object detection
• D. K-nearest neighbors (k-NN)

Correct answer: C

Explanation

The correct answer is C, Object detection, as it is specifically designed to locate and classify objects within images. The other options, such as A (Image classification), only identify what is present but do not provide location, while B (XGBoost) and D (K-nearest neighbors) are not suitable for image-based tasks.