How does machine learning enhance AI recommendations?

How does machine learning enhance AI recommendations?

Machine learning enhances AI recommendations by analyzing user data to identify patterns and preferences.

Can you give me an example of how this works in practice?

Sure! For instance, streaming services use machine learning to analyze your viewing history and suggest shows you might like.

What algorithms are commonly used in these recommendation systems?

Common algorithms include collaborative filtering, content-based filtering, and hybrid methods that combine both.

Are there any limitations to these recommendation systems?

Yes, limitations include data bias, overfitting, and the cold start problem for new users or items.