An Intuitive Introduction to Probability by Coursera
Skills you will learn!
Curriculum
15 Topics
Welcome
Introduction
Definition and Rules
A First Look at Statistical Independence
Subjective Probabilities
Empirical Probabilities: Benford's Law
Exercise
Script: Part 1
Introductory Quiz
1.1
1.2
1.3
1.4
1.5
1.6
13 Topics
Intuition
Definition
Multiplication Rules
Probability Tables
Bayes Rule
Exercise
Script: Part 2
2.1
2.2
2.3
2.4
2.5
2.6
31 Topics
The Birthday Problem
The Monty Hall Problem
Structuring Risks: Part 1
Structuring Risks: Part 2
The Prosecutor's Fallacy
The Sad Story of Sally Clark
3.1
3.2
3.3.1
3.3.2
3.4
3.5
Discrete Random Variables
Discrete Random Variables
Expected Value
Measures of Dispersion
Application: Financial Model
Binomial Distribution
Application: Airline Overbooking
Exercise 1
Exercise 2
Script: Part 4
4.1
4.2
4.3
4.4
4.5
4.6
4.7
4.8
12 Topics
Continuous Random Variables
Normal Distribution
Calculating Normal Probabilities
Calculations with the Normal Distribution
Application of the Normal Distribution
Exercise
Script: Part 5
5.1
5.2
5.3
5.4
5.5
An Intuitive Introduction to Probability
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