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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

6 votes

The Two Cultures: statistics vs. machine learning?

There is an area of application of statistics where focus on the data generating model makes a lot of sense. In designed experiments, e.g., animal studies, clinical trials, industrial DOEs, statistici …