How do algorithms impact machine learning?

What role do algorithms play in machine learning?

Algorithms are the backbone of machine learning; they process data and learn patterns to make predictions.

Can you give an example of a common algorithm used in machine learning?

Sure! One common algorithm is the decision tree, which splits data into branches to make decisions based on features.

How do different algorithms affect the accuracy of a model?

Different algorithms can lead to varying levels of accuracy depending on the data and the problem being solved.

Are there any algorithms that are better for specific types of data?

Yes, for instance, neural networks are great for image data, while linear regression works well for numerical data.