What are some common machine learning algorithms?

What are some common machine learning algorithms?

Some common machine learning algorithms include linear regression, decision trees, and support vector machines.

Can you explain how linear regression works?

Linear regression predicts a target variable by fitting a linear relationship between the input features and the output.

What about decision trees? How do they function?

Decision trees split the data into subsets based on feature values, creating a tree-like model for decision making.

Are there any algorithms for classification tasks?

Yes, algorithms like logistic regression, k-nearest neighbors, and random forests are commonly used for classification.