Crash Course Statistics

Welcome to Crash Course Statistics! In this series we're going to take a closer look at how statistics play a significant role in our everyday lives. Now this a "math" course, and there will definitely be some math, but we're going to focus on how statistics is useful and valuable to you - someone that performs AND consumes statistics all the time. Statistics are everywhere from batting averages and insurance rates to weather forecasting and smart assistants, and it's our hope that when you finish this series you'll get a better idea of the role statistics play in helping us better understand the world!

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Released
Jan 24, 2018



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Seasons & Episodes

Thumbnail for What Is Statistics Season 1 Episode 1
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Crash Course Statistics

What Is Statistics

Season 1 • Episode 1

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Thumbnail for Mathematical Thinking Season 1 Episode 2
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Crash Course Statistics

Mathematical Thinking

Season 1 • Episode 2

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Thumbnail for Mean, Median, and Mode: Measures of Central Tendency Season 1 Episode 3
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Crash Course Statistics

Mean, Median, and Mode: Measures of Central Tendency

Season 1 • Episode 3

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Thumbnail for Measures of Spread Season 1 Episode 4
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Crash Course Statistics

Measures of Spread

Season 1 • Episode 4

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Thumbnail for Charts Are Like Pasta - Data Visualization Part 1 Season 1 Episode 5
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Crash Course Statistics

Charts Are Like Pasta - Data Visualization Part 1

Season 1 • Episode 5

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Thumbnail for Plots, Outliers, and Justin Timberlake: Data Visualization Part 2 Season 1 Episode 6
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Crash Course Statistics

Plots, Outliers, and Justin Timberlake: Data Visualization Part 2

Season 1 • Episode 6

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Thumbnail for The Shape of Data: Distributions Season 1 Episode 7
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Crash Course Statistics

The Shape of Data: Distributions

Season 1 • Episode 7

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Thumbnail for Correlation Doesn’t Equal Causation Season 1 Episode 8
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Crash Course Statistics

Correlation Doesn’t Equal Causation

Season 1 • Episode 8

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Thumbnail for Controlled Experiments Season 1 Episode 9
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Crash Course Statistics

Controlled Experiments

Season 1 • Episode 9

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Thumbnail for Sampling Methods and Bias with Surveys Season 1 Episode 10
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Crash Course Statistics

Sampling Methods and Bias with Surveys

Season 1 • Episode 10

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Thumbnail for Science Journalism Season 1 Episode 11
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Crash Course Statistics

Science Journalism

Season 1 • Episode 11

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Thumbnail for Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection Season 1 Episode 12
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Crash Course Statistics

Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

Season 1 • Episode 12

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Thumbnail for Probability Part 1: Rules and Patterns Season 1 Episode 13
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Crash Course Statistics

Probability Part 1: Rules and Patterns

Season 1 • Episode 13

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Thumbnail for Probability Part 2: Updating Your Beliefs with Bayes Season 1 Episode 14
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Crash Course Statistics

Probability Part 2: Updating Your Beliefs with Bayes

Season 1 • Episode 14

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Thumbnail for The Binomial Distribution Season 1 Episode 15
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Crash Course Statistics

The Binomial Distribution

Season 1 • Episode 15

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Thumbnail for Geometric Distributions and The Birthday Paradox Season 1 Episode 16
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Crash Course Statistics

Geometric Distributions and The Birthday Paradox

Season 1 • Episode 16

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Thumbnail for Randomness Season 1 Episode 17
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Crash Course Statistics

Randomness

Season 1 • Episode 17

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Thumbnail for Z-Scores and Percentiles Season 1 Episode 18
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Crash Course Statistics

Z-Scores and Percentiles

Season 1 • Episode 18

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Thumbnail for The Normal Distribution Season 1 Episode 19
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Crash Course Statistics

The Normal Distribution

Season 1 • Episode 19

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Thumbnail for Confidence Intervals Season 1 Episode 20
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Crash Course Statistics

Confidence Intervals

Season 1 • Episode 20

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Thumbnail for How P-Values Help Us Test Hypotheses Season 1 Episode 21
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Crash Course Statistics

How P-Values Help Us Test Hypotheses

Season 1 • Episode 21

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Thumbnail for P-Value Problems Season 1 Episode 22
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Crash Course Statistics

P-Value Problems

Season 1 • Episode 22

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Thumbnail for Playing with Power: P-Values Pt 3 Season 1 Episode 23
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Crash Course Statistics

Playing with Power: P-Values Pt 3

Season 1 • Episode 23

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Thumbnail for You Know I’m All About that Bayes Season 1 Episode 24
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Crash Course Statistics

You Know I’m All About that Bayes

Season 1 • Episode 24

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Thumbnail for Bayes in Science and Everyday Life Season 1 Episode 25
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Crash Course Statistics

Bayes in Science and Everyday Life

Season 1 • Episode 25

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Thumbnail for Test Statistics Season 1 Episode 26
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Crash Course Statistics

Test Statistics

Season 1 • Episode 26

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Thumbnail for T-Tests: A Matched Pair Made in Heaven Season 1 Episode 27
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Crash Course Statistics

T-Tests: A Matched Pair Made in Heaven

Season 1 • Episode 27

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Thumbnail for Degrees of Freedom and Effect Sizes Season 1 Episode 28
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Crash Course Statistics

Degrees of Freedom and Effect Sizes

Season 1 • Episode 28

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Thumbnail for Chi-Square Tests Season 1 Episode 29
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Crash Course Statistics

Chi-Square Tests

Season 1 • Episode 29

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Thumbnail for P-Hacking Season 1 Episode 30
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Crash Course Statistics

P-Hacking

Season 1 • Episode 30

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Thumbnail for The Replication Crisis Season 1 Episode 31
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Crash Course Statistics

The Replication Crisis

Season 1 • Episode 31

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Thumbnail for Regression Season 1 Episode 32
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Crash Course Statistics

Regression

Season 1 • Episode 32

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Thumbnail for ANOVA Season 1 Episode 33
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Crash Course Statistics

ANOVA

Season 1 • Episode 33

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Thumbnail for ANOVA Part 2: Dealing with Intersectional Groups Season 1 Episode 34
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Crash Course Statistics

ANOVA Part 2: Dealing with Intersectional Groups

Season 1 • Episode 34

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Thumbnail for Fitting Models Is like Tetris Season 1 Episode 35
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Crash Course Statistics

Fitting Models Is like Tetris

Season 1 • Episode 35

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Thumbnail for Supervised Machine Learning Season 1 Episode 36
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Crash Course Statistics

Supervised Machine Learning

Season 1 • Episode 36

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Thumbnail for Unsupervised Machine Learning Season 1 Episode 37
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Crash Course Statistics

Unsupervised Machine Learning

Season 1 • Episode 37

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Thumbnail for Intro to Big Data Season 1 Episode 38
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Crash Course Statistics

Intro to Big Data

Season 1 • Episode 38

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Thumbnail for Big Data Problems Season 1 Episode 39
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Crash Course Statistics

Big Data Problems

Season 1 • Episode 39

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Thumbnail for Statistics in the Courts Season 1 Episode 40
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Crash Course Statistics

Statistics in the Courts

Season 1 • Episode 40

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Thumbnail for Neural Networks Season 1 Episode 41
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Crash Course Statistics

Neural Networks

Season 1 • Episode 41

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Thumbnail for War Season 1 Episode 42
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Crash Course Statistics

War

Season 1 • Episode 42

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Thumbnail for When Predictions Fail Season 1 Episode 43
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Crash Course Statistics

When Predictions Fail

Season 1 • Episode 43

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Thumbnail for When Predictions Succeed Season 1 Episode 44
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Crash Course Statistics

When Predictions Succeed

Season 1 • Episode 44

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