Crash Course Statistics
tv show

44 total episodes
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1 seasons
First Aired January 24, 2018
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!
Statistics
44 episodes
Air Date
January 23, 2018
Overview
In 44 episodes, Adriene Hill teaches you Statistics! This course is based on the 2018 AP Statistics curriculum and introduces everything from basic descriptive statistics to data collection to hot topics in data analysis like Big Data and neural networks. By the end of the course, you will be able to: *Identify questions that can be answered using statistics *Describe patterns, trends, associations, and relationships in data both numerically and graphically *Justify a conclusion using evidence from data, definitions, or statistical inference *Apply statistical models to make inferences and predictions from data sets *Understand how statistics are used broadly in the world and interpret their meaning, like in newspapers or scientific studies
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What Is Statistics
Episode 1 - 13m
January 24, 2018
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Mathematical Thinking
Episode 2 - 11m
January 31, 2018
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Mean, Median, and Mode: Measures of Central Tendency
Episode 3 - 11m
February 07, 2018
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Measures of Spread
Episode 4 - 11m
February 14, 2018
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Charts Are Like Pasta - Data Visualization Part 1
Episode 5 - 10m
February 21, 2018
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Plots, Outliers, and Justin Timberlake: Data Visualization Part 2
Episode 6 - 11m
February 28, 2018
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The Shape of Data: Distributions
Episode 7 - 11m
March 07, 2018
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Correlation Doesn’t Equal Causation
Episode 8 - 12m
March 14, 2018
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Controlled Experiments
Episode 9 - 12m
March 21, 2018
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Sampling Methods and Bias with Surveys
Episode 10 - 11m
March 28, 2018
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Science Journalism
Episode 11 - 10m
April 11, 2018
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Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection
Episode 12 - 11m
April 18, 2018
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Probability Part 1: Rules and Patterns
Episode 13 - 12m
April 25, 2018
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Probability Part 2: Updating Your Beliefs with Bayes
Episode 14 - 12m
May 02, 2018
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The Binomial Distribution
Episode 15 - 14m
May 09, 2018
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Geometric Distributions and The Birthday Paradox
Episode 16 - 10m
May 16, 2018
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Randomness
Episode 17 - 12m
May 23, 2018
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Z-Scores and Percentiles
Episode 18 - 10m
May 30, 2018
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The Normal Distribution
Episode 19 - 11m
June 06, 2018
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Confidence Intervals
Episode 20 - 13m
June 13, 2018
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How P-Values Help Us Test Hypotheses
Episode 21 - 11m
June 27, 2018
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P-Value Problems
Episode 22 - 12m
July 11, 2018
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Playing with Power: P-Values Pt 3
Episode 23 - 12m
July 18, 2018
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You Know I’m All About that Bayes
Episode 24 - 12m
July 25, 2018
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Bayes in Science and Everyday Life
Episode 25 - 11m
August 01, 2018
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Test Statistics
Episode 26 - 12m
August 08, 2018
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T-Tests: A Matched Pair Made in Heaven
Episode 27 - 11m
August 15, 2018
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Degrees of Freedom and Effect Sizes
Episode 28 - 13m
August 22, 2018
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Chi-Square Tests
Episode 29 - 11m
August 29, 2018
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P-Hacking
Episode 30 - 11m
September 05, 2018
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The Replication Crisis
Episode 31 - 14m
September 26, 2018
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Regression
Episode 32 - 12m
October 03, 2018
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ANOVA
Episode 33 - 13m
October 10, 2018
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ANOVA Part 2: Dealing with Intersectional Groups
Episode 34 - 12m
October 17, 2018
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Fitting Models Is like Tetris
Episode 35 - 11m
October 24, 2018
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Supervised Machine Learning
Episode 36 - 11m
October 31, 2018
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Unsupervised Machine Learning
Episode 37 - 10m
November 07, 2018
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Intro to Big Data
Episode 38 - 11m
November 14, 2018
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Big Data Problems
Episode 39 - 12m
November 21, 2018
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Statistics in the Courts
Episode 40 - 11m
November 28, 2018
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Neural Networks
Episode 41 - 12m
December 12, 2018
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War
Episode 42 - 11m
December 19, 2018
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When Predictions Fail
Episode 43 - 10m
January 02, 2019
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When Predictions Succeed
Episode 44 - 11m
January 09, 2019