Instructional Video3:10
MinuteEarth

How We Evolved To Browse The Web

12th - Higher Ed
The decisions we make while we browse the internet are suprisingly similar to the ones animals make as they forage for food...here's why.
Instructional Video6:14
Bozeman Science

ESS3D - Global Climate Change

12th - Higher Ed
In this video Paul Andersen explains how the global climate is changing as a result of natural phenomenon and human actions. Changes in the solar radiation due to variations in the Earth's tilt and orbit have caused the ice ages....
Instructional Video5:26
SciShow

Antimatter Light Spectrum Discovered!

12th - Higher Ed
Scientists were able to measure the emission lines of antimatter! And we may have some new clues about how dinosaurs lost their teeth on the way to becoming birds.
Instructional Video6:13
TED Talks

Hod Lipson: Building "self-aware" robots

12th - Higher Ed
Hod Lipson demonstrates a few of his cool little robots, which have the ability to learn, understand themselves and even self-replicate.
Instructional Video10:35
Crash Course

T-Tests A Matched Pair Made in Heaven - Crash Course Statistics

12th - Higher Ed
Today we're going to walk through a couple of statistical approaches to answer the question: "is coffee from the local cafe, Caf-fiend, better than that other cafe, The Blend Den?" We'll build a two sample t-test which will tell us how...
Instructional Video10:30
Crash Course

War - Crash Course Statistics

12th - Higher Ed
Today we're going to discuss the role of statistics during war. From helping the Allies break Nazi Enigma codes and estimate tank production rates to finding sunken submarines, statistics have and continue to play a critical role on the...
Instructional Video11:45
Crash Course

Controlled Experiments - Crash Course Statistics

12th - Higher Ed
We may be living IN a simulation (according to Elon Musk and many others), but that doesn't mean we don't need to perform simulations ourselves. Today, we're going to talk about good experimental design and how we can create controlled...
Instructional Video10:34
Crash Course

Bayes in Science and Everyday Life - Crash Course Statistics

12th - Higher Ed
Today we're going to finish up our discussion of Bayesian inference by showing you how we can it be used for continuous data sets and be applied both in science and everyday life. From A/B testing of websites and getting a better...
Instructional Video12:35
Crash Course

ANOVA - Crash Course Statistics

12th - Higher Ed
Today we're going to continue our discussion of statistical models by showing how we can find if there are differences between multiple groups using a collection of models called ANOVA. ANOVA, which stands for Analysis of Variance is...
Instructional Video10:23
Crash Course

Chi-Square Tests - Crash Course Statistics

12th - Higher Ed
Today we're going to talk about Chi-Square Tests - which allow us to measure differences in strictly categorical data like hair color, dog breed, or academic degree. We'll cover the three main Chi-Square tests: goodness of fit test, test...
Instructional Video10:01
Crash Course

Science Journalism - Crash Course Statistics

12th - Higher Ed
We’ve talked a lot in this series about how often you see data and statistics in the news and on social media - which is ALL THE TIME! But how do you know who and what you can trust? Today, we’re going to talk about how we, as consumers,...
Instructional Video9:38
Crash Course

Geometric Distributions and The Birthday Paradox - Crash Course Statistics

12th - Higher Ed
Geometric probabilities, and probabilities in general, allow us to guess how long we'll have to wait for something to happen. Today, we'll discuss how they can be used to figure out how many Bertie Bott's Every Flavour Beans you could...
Instructional Video5:30
SciShow

How Levitating Dust Shapes Airless Worlds

12th - Higher Ed
Our moon has no atmosphere, but sometimes it has visible bands of light streaking across its sky, and scientists suspect that electrostatic forces could explain this levitating dust!
Instructional Video10:39
Crash Course

When Predictions Succeed - Crash Course Statistics

12th - Higher Ed
In our series finale, we're going to take a look at some of the times we've used statistics to gaze into our crystal ball, and actually got it right! We'll talk about how stores know what we want to buy (which can sometimes be a good...
Instructional Video11:59
Crash Course

Regression - Crash Course Statistics

12th - Higher Ed
Today we're going to introduce one of the most flexible statistical tools - the General Linear Model (or GLM). GLMs allow us to create many different models to help describe the world - you see them a lot in science, economics, and...
Instructional Video11:33
Crash Course

Playing with Power P-Values Pt 3 - Crash Course Statistics

12th - Higher Ed
We're going to finish up our discussion of p-values by taking a closer look at how they can get it wrong, and what we can do to minimize those errors. We'll discuss Type 1 (when we think we've detected an effect, but there actually isn't...
Instructional Video11:04
Crash Course

Sampling Methods and Bias with Surveys - Crash Course Statistics

12th - Higher Ed
Today we’re going to talk about good and bad surveys. From user feedback surveys, telephone polls, and those questionnaires at your doctors office, surveys are everywhere, but with their ease to create and distribute, they're also...
Instructional Video11:23
Crash Course

You Know I’m All About that Bayes - Crash Course Statistics

12th - Higher Ed
Today we’re going to talk about Bayes Theorem and Bayesian hypothesis testing. Bayesian methods like these are different from how we've been approaching statistics so far, because they allow us to update our beliefs as we gather new...
Instructional Video11:10
Crash Course

How P-Values Help Us Test Hypotheses - Crash Course Statistics

12th - Higher Ed
Today we're going to begin our three-part unit on p-values. In this episode we'll talk about Null Hypothesis Significance Testing (or NHST) which is a framework for comparing two sets of information. In NHST we assume that there is no...
Instructional Video11:33
Crash Course

P-Value Problems - Crash Course Statistics

12th - Higher Ed
Last week we introduced p-values as a way to set a predetermined cutoff when testing if something seems unusual enough to reject our null hypothesis - that they are the same. But today we’re going to discuss some problems with the logic...
Instructional Video11:05
Crash Course

Measures of Spread - Crash Course Statistics

12th - Higher Ed
Today, we're looking at measures of spread, or dispersion, which we use to understand how well medians and means represent the data, and how reliable our conclusions are. They can help understand test scores, income inequality, spot...
Instructional Video9:40
Crash Course

Charts Are Like Pasta - Data Visualization Part 1 - Crash Course Statistics

12th - Higher Ed
Today we're going to start our two-part unit on data visualization. Up to this point we've discussed raw data - which are just numbers - but usually it's much more useful to represent this information with charts and graphs. There are...
Instructional Video10:41
Crash Course

Intro to Big Data - Crash Course Statistics

12th - Higher Ed
Today, we're going to begin our discussion of Big Data. Everything from which videos we click (and how long we watch them) on YouTube to our likes on Facebook say a lot about us - and increasingly more and more sophisticated algorithms...
Instructional Video12:20
Crash Course

Confidence Intervals - Crash Course Statistics

12th - Higher Ed
Today we’re going to talk about confidence intervals. Confidence intervals allow us to quantify our uncertainty, by allowing us to define a range of values for our predictions and assigning a likelihood that something falls within that...