Show Info

Status: Returning Series
First Aired: January 24, 2018
Seasons: 1
Episodes: 44
Networks: YouTube

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Crash Course Statistics(2018)

TMDB Rating: 2.0 (1 votes)

Overview

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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Statistics

44 episodes • 2018

#	Episode	Air Date
1	What Is Statistics	Jan 24, 2018
2	Mathematical Thinking	Jan 31, 2018
3	Mean, Median, and Mode: Measures of Central Tendency	Feb 7, 2018
4	Measures of Spread	Feb 14, 2018
5	Charts Are Like Pasta - Data Visualization Part 1	Feb 21, 2018
6	Plots, Outliers, and Justin Timberlake: Data Visualization Part 2	Feb 28, 2018
7	The Shape of Data: Distributions	Mar 7, 2018
8	Correlation Doesn’t Equal Causation	Mar 14, 2018
9	Controlled Experiments	Mar 21, 2018
10	Sampling Methods and Bias with Surveys	Mar 28, 2018
11	Science Journalism	Apr 11, 2018
12	Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection	Apr 18, 2018
13	Probability Part 1: Rules and Patterns	Apr 25, 2018
14	Probability Part 2: Updating Your Beliefs with Bayes	May 2, 2018
15	The Binomial Distribution	May 9, 2018
16	Geometric Distributions and The Birthday Paradox	May 16, 2018
17	Randomness	May 23, 2018
18	Z-Scores and Percentiles	May 30, 2018
19	The Normal Distribution	Jun 6, 2018
20	Confidence Intervals	Jun 13, 2018
21	How P-Values Help Us Test Hypotheses	Jun 27, 2018
22	P-Value Problems	Jul 11, 2018
23	Playing with Power: P-Values Pt 3	Jul 18, 2018
24	You Know I’m All About that Bayes	Jul 25, 2018
25	Bayes in Science and Everyday Life	Aug 1, 2018
26	Test Statistics	Aug 8, 2018
27	T-Tests: A Matched Pair Made in Heaven	Aug 15, 2018
28	Degrees of Freedom and Effect Sizes	Aug 22, 2018
29	Chi-Square Tests	Aug 29, 2018
30	P-Hacking	Sep 5, 2018
31	The Replication Crisis	Sep 26, 2018
32	Regression	Oct 3, 2018
33	ANOVA	Oct 10, 2018
34	ANOVA Part 2: Dealing with Intersectional Groups	Oct 17, 2018
35	Fitting Models Is like Tetris	Oct 24, 2018
36	Supervised Machine Learning	Oct 31, 2018
37	Unsupervised Machine Learning	Nov 7, 2018
38	Intro to Big Data	Nov 14, 2018
39	Big Data Problems	Nov 21, 2018
40	Statistics in the Courts	Nov 28, 2018
41	Neural Networks	Dec 12, 2018
42	War	Dec 19, 2018
43	When Predictions Fail	Jan 2, 2019
44	When Predictions Succeed	Jan 9, 2019

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