Data Science in Higher Education is a gentle introduction to machine learning techniques with the R statistical programming language. Buy the paperback on Amazon. Datasets to follow along can be found here.
Good distributed tools will create systems that work together to abstract the under-the-hood stuff.
Bad distributed tools will create dependencies that can be monetized.