WebBoth fields overlap as big data science But are unique fields [Big data w/o data science]: - Machine learning - Word counts ^^ No real math or stats ^^ Many V's but little coding, stats etc. [Data science w/o big data]: - Genetics data - Streaming sensor data - Facial recognition ^^ Is missing V's either volume, variety etc... WebData science pathway. 1) Planning: define goals; organize resources (right computers, software), coordinate people; schedule the project. 2) Wrangling: get data; clean data (fits into the program); explore (visualizations); Refine data. 3) Modeling: create the statistical model; validate it; evaluate the model; refine the model.
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