Which Machine or deep learning algorithm is appropriate of this issue?

1. Which machine learning algorithm should you use by problem type?
2. How do I choose deep learning or machine learning?

Which machine learning algorithm should you use by problem type?

Decision Tree algorithm in machine learning is one of the most popular algorithm in use today; this is a supervised learning algorithm that is used for classifying problems. It works well in classifying both categorical and continuous dependent variables.

How do I choose deep learning or machine learning?

Determining whether to choose machine learning or deep learning for a given problem is contingent on the hardware used. Traditional machine learning models train faster and require less computation power over deep learning models which might take a few weeks to train based on the computing power and available hardware.