Crash Course
Broadway Book Musicals: Crash Course Theater #50
This is it! We're going out with a singing, dancing look at the Broadway Book Musical. Oklahoma! On the Town! Annie Get Your Gun! Also, just Annie! Today you'll learn about the development of the Broadway Book Musical in the late 19th...
Crash Course
Symbolism, Realism, and a Nordic Playwright Grudge Match: Crash Course Theater #33
It's a Scandinavian grudge match on Crash Course Theater. We're looking at a couple of the key movements in European theater that deeply influenced the modern theater of today. We'll take a close look at two of the most radical and...
TED Talks
TED: How we look kilometers below the Antarctic ice sheet | Dustin Schroeder
Antarctica is a vast and dynamic place, but radar technologies -- from World War II-era film to state-of-the-art miniaturized sensors -- are enabling scientists to observe and understand changes beneath the continent's ice in...
TED Talks
TED: How a blind astronomer found a way to hear the stars | Wanda Diaz Merced
Wanda Diaz Merced studies the light emitted by gamma-ray bursts, the most energetic events in the universe. When she lost her sight and was left without a way to do her science, she had a revelatory insight: the light curves she could no...
Crash Course
Regression - Crash Course Statistics
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...
3Blue1Brown
Binomial distributions | Probabilities of probabilities, part 1
The binomial distribution, introduced as setup to talk about the beta distribution
Crash Course
To the Lighthouse: Crash Course Literature 408
John Green teaches you about Virginia Woolf's modernist novel, To the Lighthouse. Let's face it. You're not reading To the Lighthouse for the plot. There's not a whole lot of plot, unless you count the tension about the beef stew. You're...
Bozeman Science
A Beginner's Guide to Graphing Data
Paul Andersen explains how graphs are used to visually display data that is collected in experimentation. He describes five main types of graphs; line graph, scatter plot, bar graph, histogram and pie chart. He describes the important...
TED Talks
TED: The intriguing sound of marine mammals | Peter Tyack
Peter Tyack of Woods Hole talks about a hidden wonder of the sea: underwater sound. Onstage at Mission Blue, he explains the amazing ways whales use sound and song to communicate across hundreds of miles of ocean.
Crash Course
To Kill a Mockingbird, Part I - Crash Course Literature 210
In which John Green teaches you about Harper Lee's famous (and only) novel, To Kill a Mockingbird. John will cover a bit about Harper Lee's personal life, (seeing as this novel has some autobiographical elements) and her long association...
TED-Ed
TED-Ed: Why should you read "Waiting for Godot"? - Iseult Gillespie
Two men, Estragon and Vladimir, meet by a tree at dusk to wait for someone named "Godot." So begins a vexing cycle where the two debate when Godot will come, why they're waiting and whether they're even at the right tree. The play offers...
Curated Video
What are a Burndown Chart, a Burnup Chart, and Velocity?
In this video, I want to answer the question, What is a Burndown Chart and a Burnup Chart? And What is Velocity? A Burndown chart is a way to visualize progress. It plots outstanding work against time. So, as you make progress, the work...
Bedtime History
Guy Fawkes and the Gunpowder Plot For Kids
Learn about the Gunpowder Plot of the 5th of November and Guy Fawkes, one of the plotters who helped plan the attack on the British Parliament.
Curated Video
Guy Fawkes and the Gunpowder Plot
The Gunpowder Plot conspirators made slow progress tunneling under Parliament, but a fortunate discovery of a vacant undercroft above their tunnel allowed them to store gunpowder closer to their target. Despite challenges, including a...
Curated Video
The Trial and Legacy of Guy Fawkes
On January 27, 1606, Guy Fawkes and his seven co-conspirators were tried for their role in the Gunpowder Plot. All eight were found guilty and sentenced to be hanged, drawn, and quartered, with Fawkes executed last to maximize his...
Curated Video
Discovery and Dismantling of the Gunpowder Plot
On November 3rd, the conspirators decided to proceed with their plot to blow up the English Parliament despite growing suspicions. Guy Fawkes was discovered in the cellar with gunpowder on the night of November 4th and arrested,...
Curated Video
The Early Life and Upbringing of Guy Fawkes
Guy Fawkes, born in York around 1570, had a Protestant father and Catholic mother. His father died when Guy was a child and he came to identify strongly with the Catholic side of his family, which was increased by his education at a...
Weird History
William IV: The Maddest Lad To Ever Sit On The British Throne
Of all the monarchs to sit on the British throne in the modern era, few are as infrequently discussed as King William IV. It's a real shame, because the stories of his life are a real gas. Only the most dedicated of royal historians are...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Dataset
In this lesson, we will dive into the hardcore process of machine learning and the fundamental elements used in machine learning, like datasets, training and testing data, outliers, models, and so on. This clip is from the chapter...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - A More Challenging Sequence
In this video, you will learn how to preform time series prediction with a complex signal. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Testing the Strategy
In this video, we will thoroughly test our pairs trading strategy using historical data, back-testing, forward-testing, and other techniques for assessing the robustness and effectiveness of our strategy in different market conditions...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Benchmark Against Buy-and-Hold
Let's understand how to benchmark our pairs trading strategy against a buy-and-hold approach, a benchmark in trading and investing, and learn to interpret and analyze the performance of our pairs trading strategy relative to a...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting How We Measure Strategy Performance
Let's explore different performance metrics used to evaluate the effectiveness of our pairs trading strategies, such as risk-adjusted returns, drawdowns, and other relevant indicators, and learn to correctly measure and interpret these...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Using Matplotlib for Data Visualization (1)
This video demonstrates data visualization using the Matplotlib function and explains data cleaning by removing outliers and filling in missing values. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine...