What are some examples of Bayesian inference in AI?

What are some examples of Bayesian inference in AI?

Bayesian inference is used in various AI applications, such as spam detection, recommendation systems, and medical diagnosis.

Can you explain how it works in spam detection?

In spam detection, Bayesian inference calculates the probability that an email is spam based on the words it contains, using prior knowledge from previous emails.

What about in recommendation systems?

In recommendation systems, Bayesian inference helps predict user preferences by updating beliefs about user interests based on their past behavior.

Are there any real-world applications of this?

Yes, companies like Netflix and Amazon use Bayesian inference to improve their recommendation algorithms, enhancing user experience.