Amazon Web Services AWS Certified AI Practitioner AIF-C01 Question # 48 Topic 5 Discussion
AIF-C01 Exam Topic 5 Question 48 Discussion:
Question #: 48
Topic #: 5
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?
Supervised learning is appropriate when the dataset is labeled. The model uses this data to learn patterns and classify images. Unsupervised learning, reinforcement learning, and active learning are not suitable since they either require unlabeled data or different problem settings. References: AWS Machine Learning Best Practices.
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