Pragmatic Programming Techniques: Six steps in data science


See on Scoop.itData Nerd’s Corner

Carla Gentry CSPO‘s insight:

From my observation, "decision optimization" is the end goal of most data science effort.  But "decision optimization" relies on previous effort.  To obtain the overall picture (not just observed data, but also hidden or future data) at the optimization phase, we need to make use of the output of the prediction.  And in order to train a good predictive model, we need to have the data acquisition to provide clean data.  All these efforts are inter-linked with each other in some sense.

See on horicky.blogspot.com

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