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Analytics-business interaction

Data sleaze: Uber and beyond

There has been a barrage of negative publicity related to Uber recently.
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Dispute over analysis of school quality and home prices shows social science is hard
Aggregation

Dispute over analysis of school quality and home prices shows social science is hard

Most of my friends with families fret over school quality when deciding
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Counting is hard, especially when you don't have theories
Big Data

Counting is hard, especially when you don't have theories

Exploring the data about movies, uncovering data issues
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Pre-processing data is not just about correcting errors
Algorithms

Pre-processing data is not just about correcting errors

Exploration of IMDB rating data, by Kaiser Fung, founder of Principal Analytics Prep
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Good models + Bad data = Bad analysis
Aggregation

Good models + Bad data = Bad analysis

Example showing how to diagnose bad data in data science models
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What do these items have in common?
Algorithms

What do these items have in common?

What do the following items have in common? A. Motion-detection light switch
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