Phase 4 · Statistics for Analysts

Topics

Distributions (Normal, Binomial)

Part of the Data Analyst Roadmap.

Summary

A normal distribution is the classic bell curve many real-world metrics approximate; a binomial distribution models the count of successes across repeated yes/no trials.

How to Learn This

  • 1Sketch a normal distribution and label the 68-95-99.7 rule.
  • 2Identify a real metric you'd expect to be roughly normally distributed, and one that wouldn't be.
  • 3Learn the basic shape of a binomial distribution and where it shows up (conversion rates).
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