Overview
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Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.
Syllabus
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Introduction
- The importance of probabilities
- Probability basics
- Examples of probability
- Permutations
- Combinations
- Percentiles
- Introduction to multiple events
- Probabilities of two events
- Conditional probabilities
- Probability trees
- Multiplication rule
- Using probability trees
- Bayes theorem
- Discrete vs. continuous
- Discrete mean
- Binomials
- Normal curve
- Bell-shaped curve
- Z transformation
- Next steps
