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Crash Course Statistics, Statistics

Crash Course Statistics, Statistics Online

  • Genres:
  • Release Date: 23/01/2018
  • Episodes : 44
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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

All episodes Crash Course Statistics, Statistics

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

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