AWS Certified AI Practitioner (AIF-C01) — Question 116
A company needs to train an ML model to classify images of different types of animals. The company has a large dataset of labeled images and will not label more data.
Which type of learning should the company use to train the model?
Answer options
- A. Supervised learning
- B. Unsupervised learning
- C. Reinforcement learning
- D. Active learning
Correct answer: A
Explanation
The correct choice is A, Supervised learning, as it involves training a model on a labeled dataset, which the company already has. Options B and C are incorrect because Unsupervised learning does not use labeled data, and Reinforcement learning focuses on learning through interactions with an environment. Option D, Active learning, is not applicable here since the company will not be labeling more data.