Correlation Is Not Causation
When we see things happening together, it's not always enough to understand why. To truly understand, we need to ask what causes what.
Sometimes, things can seem related when they actually aren't. Just because two things are happening at the same time, doesn't mean one causes the other—it could just be a coincidence! Remember to always ask "why" and look for the real cause.
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"The Book of Why" explores how humans think about cause and effect. Judea Pearl revolutionizes science with causal reasoning, explaining how we can go beyond data correlation to ask deeper “why” questions—and build machines that truly understand.
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Correlation is not causation
- Correlation: Scientists may find that two variables are correlated. They may be related, but it doesn't mean that one is causing the other. It could be a coincidence, or perhaps a third variable is causing both of the other two.
- Causation: Lots of ...
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