There are two approaches to working with data: Data science, a bottom-up approach (from data to hypothesis); Statistics, a top-down approach (model-driven, from hypothesis to data). I disagree with this. I believe you can blend bottom-up and top-down approaches. As a data scientist, this is my philosophy.
Read more at http://bit.ly/1bw7dzS
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