The Fallacies of Data Science

The Fallacies of Data Science

1. Correlation = Causation, and Big Data = Information and Insights because Data Context Doesn't Matter.
2. The random nature of the event drives the distribution, therefore the likely distribution also drive the events.
3. Base Rate Fallacy only applies to small data-sets.

Share