What are the key differences between machine learning and traditional programming?

What are the key differences between machine learning and traditional programming?

Traditional programming involves explicitly coding rules and logic, while machine learning allows systems to learn from data.

Can you give an example of each?

Sure! In traditional programming, you might write a program to sort a list. In machine learning, you could train a model to recognize patterns in data.

Which one is better for data analysis?

It depends on the context. Machine learning is often better for large datasets with complex patterns, while traditional programming is suitable for simpler tasks.

Are there any limitations to machine learning?

Yes, machine learning requires a lot of data, can be biased, and may not always provide interpretable results.