Statistics
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Welcome to Crash Course Statistics! In this series were 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 were 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 its our hope that when you finish this series youll get a better idea of the role statistics play in helping us better understand the world!
Thanks to the Amazing Team of Crash Course for this amazing course, you cant but LOVE IT!
Content (Duration: 08:43:11)
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- Statistics Preview Free Preview 00:03:00 Min(s).
- What Is Statistics Free Preview 00:13:00 Min(s).
- Mathematical Thinking 00:11:01 Min(s).
- Mean, Median, and Mode 00:11:23 Min(s).
- Measures of Spread 00:11:47 Min(s).
- Charts Are Like Pasta - Data Visualization Part 1 00:10:22 Min(s).
- Plots, Outliers, and Justin Timberlake: Data Visualization Part 2 00:11:36 Min(s).
- 0:06 / 11:22 • Intro The Shape of Data: Distributions 00:11:23 Min(s).
- Correlation Doesn't Equal Causation 00:12:18 Min(s).
- Controlled Experiments 00:12:27 Min(s).
- Sampling Methods and Bias with Surveys 00:11:46 Min(s).
- Science Journalism 00:10:42 Min(s).
- Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection 00:11:25 Min(s).
- Probability Part 1: Rules and Patterns 00:12:01 Min(s).
- Probability Part 2: Updating Your Beliefs with Bayes 00:12:06 Min(s).
- The Binomial Distribution 00:14:15 Min(s).
- Geometric Distributions and The Birthday Paradox 00:10:19 Min(s).
- Randomness 00:12:07 Min(s).
- Z-Scores and Percentiles 00:10:55 Min(s).
- The Normal Distribution 00:11:27 Min(s).
- Confidence Intervals 00:13:02 Min(s).
- How P-Values Help Us Test Hypotheses 00:11:53 Min(s).
- P-Value Problems 00:12:14 Min(s).
- Playing with Power: P-Values Pt 3 00:12:15 Min(s).
- You Know I'm All About that Bayes 00:12:05 Min(s).
- Bayes in Science and Everyday Life 00:11:14 Min(s).
- Test Statistics 00:12:50 Min(s).
- T-Tests: A Matched Pair Made in Heaven 00:11:17 Min(s).
- Degrees of Freedom and Effect Sizes 00:13:30 Min(s).
- Chi-Square Tests 00:11:04 Min(s).
- P-Hacking 00:11:02 Min(s).
- The Replication Crisis 00:14:36 Min(s).
- Regression 00:12:40 Min(s).
- ANOVA 00:13:17 Min(s).
- ANOVA Part 2 00:12:42 Min(s).
- Fitting Models Is like Tetris 00:11:09 Min(s).
- Supervised Machine Learning 00:11:51 Min(s).
- Unsupervised Machine Learning 00:10:56 Min(s).
- Intro to Big Data 00:11:23 Min(s).
- Big Data Problems 00:12:51 Min(s).
- Statistics in the Courts 00:11:18 Min(s).
- Neural Networks 00:12:16 Min(s).
- War 00:11:12 Min(s).
- When Predictions Fail 00:10:39 Min(s).
- When Predictions Succeed 00:11:20 Min(s).
- Preview (What Is Statistics) 00:12:59 Min(s).