2) Data Analysts vs. Data Scientists: Use of Tools. Data scientists need to mine data, perform exploratory data analysis, and build machine learning models.So their tool set includes programming ...

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As RedMonk analyst Stephen O'Grady notes, Java's consistent third placing over the past year was "prompting questions from observers as to whether it was fated to a gradual drift down these rankings".