How is Deep Learning better than Machine Learning?
My understadanding is that deep learning is a kind of machine learning. Do you mean to ask “For what kinds of problems is deep learning better than the other kinds of machine learning?”
For unstructured data (i.e. images, text and audio), deep learning often outperforms machine learning.
For structured data, start with machine learning algorithms before exploring deep learning.