Phase 4 · Statistics for Analysts

Topics

Probability Basics

Part of the Data Analyst Roadmap.

Summary

The foundation for hypothesis testing and A/B testing later — basic rules for combining probabilities, conditional probability, and the intuition behind randomness in data.

How to Learn This

  • 1Work through a handful of basic probability problems (coin flips, card draws).
  • 2Learn conditional probability with a simple, concrete example.
  • 3Understand why 'random' data can still show short-term patterns that mean nothing.
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