What are some real-world examples of supervised learning?

What are some real-world examples of supervised learning?

Supervised learning is widely used in various fields. For instance, in healthcare, it helps in predicting diseases based on patient data.

Can you give me more examples in different industries?

Sure! In finance, it's used for credit scoring, while in retail, it helps in customer segmentation and sales forecasting.

How does supervised learning differ from unsupervised learning?

Supervised learning uses labeled data to train models, while unsupervised learning finds patterns in unlabeled data.

What are some challenges faced in supervised learning?

Challenges include overfitting, the need for large labeled datasets, and ensuring data quality.