Computational Statistics - Should I learn statistical learning or machine learning?

Their real-world uses are what set machine learning and statistics apart. Machine learning algorithms may offer a degree of interpretability that statistics can't equal, but that doesn't mean they're up to the task of handling all scientific subjects.