A company wants to detect harmful or toxic language in social media comments but will not use labeled data to train a model. Which approach should the company use to identify toxic content?
Choose an answer
Tap an option to check your answer.
Correct answer: Use Amazon Comprehend toxicity detection..
Why this is the answer
Amazon Comprehend toxicity detection is the correct choice because it is a pre-trained natural language processing (NLP) service specifically designed to identify harmful or toxic language in text. Since the company does not want to use labeled data for training, a pre-trained service is ideal. Amazon Rekognition moderation is for image and video analysis, not text. Amazon SageMaker built-in algorithms would require labeled data for training a custom model, which contradicts the problem statement. Amazon Polly is a text-to-speech service and has no functionality for content moderation or toxicity detection.
Pass your exam — without the endless answer hunt
Get every verified question and explanation for this exam in one place, and save hours of prep. 1,000+ certifications · 20+ languages · free to start.
Pass your exam faster → No card needed