Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.
Overview
Syllabus
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
Taught by
Eddie Davila
Related Courses
-
Foundations of Probability and Random Variables
-
Probability Theory: Foundation for Data Science
-
Probability: Basic Concepts & Discrete Random Variables
-
Probability and Statistics I: A Gentle Introduction to Probability
-
An Intuitive Introduction to Probability
4.0 -
Probabilistic Systems Analysis and Applied Probability
