What is the difference between machine learning and deep learning?

What is the difference between machine learning and deep learning?

Machine learning is a subset of AI that uses algorithms to analyze data, while deep learning is a subset of machine learning that uses neural networks.

Can you give me examples of each?

Sure! An example of machine learning is a recommendation system, while deep learning is used in image recognition.

Which one is better for big data?

Deep learning is often better for big data due to its ability to learn complex patterns, but it requires more computational power.

Are there any limitations to deep learning?

Yes, deep learning requires a large amount of labeled data and can be less interpretable compared to traditional machine learning models.