What are some examples of classification in AI?

What are some examples of classification in AI?

Classification in AI involves categorizing data into predefined classes. Examples include spam detection in emails, image recognition, and sentiment analysis.

Can you explain how spam detection works?

Sure! Spam detection uses algorithms to analyze email content and metadata, classifying messages as spam or not based on patterns learned from previous data.

What about image recognition? How does that work?

Image recognition uses deep learning models, particularly convolutional neural networks (CNNs), to identify objects in images by learning features from labeled datasets.

Are there any real-world applications of sentiment analysis?

Yes, sentiment analysis is used in social media monitoring, customer feedback analysis, and market research to gauge public opinion.