Name: Crash Course Statistics
Released: 09 Jan 2019
Rating: 2.00
Cast: Adriene Hill

Évszak

Évszak 1

1 - 1

What Is Statistics
1 - 2

Mathematical Thinking
1 - 3

Mean, Median, and Mode: Measures of Central Tendency
1 - 4

Measures of Spread
1 - 5

Charts Are Like Pasta - Data Visualization Part 1
1 - 6

Plots, Outliers, and Justin Timberlake: Data Visualization Part 2
1 - 7

The Shape of Data: Distributions
1 - 8

Correlation Doesn’t Equal Causation
1 - 9

Controlled Experiments
1 - 10

Sampling Methods and Bias with Surveys
1 - 11

Science Journalism
1 - 12

Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection
1 - 13

Probability Part 1: Rules and Patterns
1 - 14

Probability Part 2: Updating Your Beliefs with Bayes
1 - 15

The Binomial Distribution
1 - 16

Geometric Distributions and The Birthday Paradox
1 - 17

Randomness
1 - 18

Z-Scores and Percentiles
1 - 19

The Normal Distribution
1 - 20

Confidence Intervals
1 - 21

How P-Values Help Us Test Hypotheses
1 - 22

P-Value Problems
1 - 23

Playing with Power: P-Values Pt 3
1 - 24

You Know I’m All About that Bayes
1 - 25

Bayes in Science and Everyday Life
1 - 26

Test Statistics
1 - 27

T-Tests: A Matched Pair Made in Heaven
1 - 28

Degrees of Freedom and Effect Sizes
1 - 29

Chi-Square Tests
1 - 30

P-Hacking
1 - 31

The Replication Crisis
1 - 32

Regression
1 - 33

ANOVA
1 - 34

ANOVA Part 2: Dealing with Intersectional Groups
1 - 35

Fitting Models Is like Tetris
1 - 36

Supervised Machine Learning
1 - 37

Unsupervised Machine Learning
1 - 38

Intro to Big Data
1 - 39

Big Data Problems
1 - 40

Statistics in the Courts
1 - 41

Neural Networks
1 - 42

War
1 - 43

When Predictions Fail
1 - 44

When Predictions Succeed

Évszak

What Is Statistics

Mathematical Thinking

Mean, Median, and Mode: Measures of Central Tendency

Measures of Spread

Charts Are Like Pasta - Data Visualization Part 1

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

The Shape of Data: Distributions

Correlation Doesn’t Equal Causation

Controlled Experiments

Sampling Methods and Bias with Surveys

Science Journalism

Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

Probability Part 1: Rules and Patterns

Probability Part 2: Updating Your Beliefs with Bayes

The Binomial Distribution

Geometric Distributions and The Birthday Paradox

Randomness

Z-Scores and Percentiles

The Normal Distribution

Confidence Intervals

How P-Values Help Us Test Hypotheses

P-Value Problems

Playing with Power: P-Values Pt 3

You Know I’m All About that Bayes

Bayes in Science and Everyday Life

Test Statistics

T-Tests: A Matched Pair Made in Heaven

Degrees of Freedom and Effect Sizes

Chi-Square Tests

P-Hacking

The Replication Crisis

Regression

ANOVA

ANOVA Part 2: Dealing with Intersectional Groups

Fitting Models Is like Tetris

Supervised Machine Learning

Unsupervised Machine Learning

Intro to Big Data

Big Data Problems

Statistics in the Courts

Neural Networks

War

When Predictions Fail

When Predictions Succeed