What are some common machine learning algorithms?

What are some common machine learning algorithms?

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

Can you explain how a decision tree works?

A decision tree splits data into branches based on feature values, making decisions at each node until it reaches a leaf.

What are the advantages of using neural networks?

Neural networks can model complex patterns, handle large datasets, and improve accuracy with more data.

How do I choose the right algorithm for my problem?

Choosing the right algorithm depends on your data type, problem complexity, and the desired outcome. Experimentation is key!