This site created by Sean McClure, data scientist at ThoughtWorks, shows an overview of data science concepts. I find this structured approach very useful as a gauge to discover areas of improvement. It also serves to provide more information via Wikipedia links at the terminal nodes.
Data Science Ontology
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