What are some common statistical methods used in machine learning?

What are some common statistical methods used in machine learning?

Some common statistical methods include linear regression, logistic regression, decision trees, and Bayesian methods.

Can you explain how linear regression works?

Linear regression models the relationship between a dependent variable and one or more independent variables using a linear equation.

What is the difference between supervised and unsupervised learning?

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

How do I choose the right statistical method for my data?

Choosing the right method depends on your data type, the problem you're solving, and the assumptions of each method.