Crash Course Statistics - Statistics

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

• S1 E1 - What Is Statistics

• S1 E2 - Mathematical Thinking

• S1 E3 - Mean, Median, and Mode: Measures of Central Tendency

• S1 E4 - Measures of Spread

• S1 E5 - Charts Are Like Pasta - Data Visualization Part 1

• S1 E6 - Plots, Outliers, and Justin Timberlake: Data Visualization Part 2

• S1 E7 - The Shape of Data: Distributions

• S1 E8 - Correlation Doesn’t Equal Causation

• S1 E9 - Controlled Experiments

• S1 E10 - Sampling Methods and Bias with Surveys

• S1 E11 - Science Journalism

• S1 E12 - Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

• S1 E13 - Probability Part 1: Rules and Patterns

• S1 E14 - Probability Part 2: Updating Your Beliefs with Bayes

• S1 E15 - The Binomial Distribution

• S1 E16 - Geometric Distributions and The Birthday Paradox

• S1 E17 - Randomness

• S1 E18 - Z-Scores and Percentiles

• S1 E19 - The Normal Distribution

• S1 E20 - Confidence Intervals

Show all 44 episodes