Instructional Video5:52
SciShow

Hyenas Once Lived in the Frigid Arctic

12th - Higher Ed
Prehistoric teeth prove that hyenas once roamed the Arctic and the relationship between ancient crocodiles and climate is more complicated than we thought.
Instructional Video4:39
TED-Ed

Can you win a game of quantum foosball? | Matteo Fadel

Pre-K - Higher Ed
After a long day working on the particle accelerator, you and your friends head to the arcade to unwind. The lights go out for a second, and when they come back, there before you gleams a foosball table. Always game, you insert your...
Instructional Video11:09
Crash Course

Supervised Machine Learning - Crash Course Statistics

12th - Higher Ed
We've talked a lot about modeling data and making inferences about it, but today we're going to look towards the future at how machine learning is being used to build models to predict future outcomes. We'll discuss three popular types...
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 Video10:45
Crash Course

The Normal Distribution - Crash Course Statistics

12th - Higher Ed
Today is the day we finally talk about the normal distribution! The normal distribution is incredibly important in statistics because distributions of means are normally distributed even if populations aren't. We'll get into why this is...
Instructional Video10:41
Crash Course

The Shape of Data Distributions - Crash Course Statistics

12th - Higher Ed
When collecting data to make observations about the world it usually just isn't possible to collect ALL THE DATA. So instead of asking every single person about student loan debt for instance we take a sample of the population, and then...
Instructional Video4:30
Curated Video

Complete Linux Training Course to Get Your Dream IT Job - Linux flavors

Higher Ed
Dive into the diversity of Linux with an overview of its various distributions, or 'flavors'. Understand how different versions cater to different needs, from personal computing to enterprise servers.
Instructional Video4:29
Curated Video

Complete Linux Training Course to Get Your Dream IT Job - What is Linux?

Higher Ed
Unveil the essence of Linux. This video introduces you to Linux, its open-source nature, and why it has become a preferred choice for developers, administrators, and corporations worldwide.
Instructional Video4:46
Curated Video

Linux Operating System: A Complete Linux Guide for Beginners - Major Linux Families

Higher Ed
In this video, we will discuss the major Linux families such as Fedora, Ubuntu, CentOS.
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br/>
This clip is from the chapter "Linux Distributions and History" of the series "Linux Operating System: A Complete Linux Guide for...
Instructional Video1:47
Curated Video

Real-World DevOps Project From Start to Finish - Ansible Introduction

Higher Ed
This video provides a foundation for understanding how Ansible can streamline infrastructure management, automate repetitive tasks, acquire a solid understanding of its principles, and leverage its features in DevOps projects.
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br/>...
Instructional Video6:24
Curated Video

Differential Privacy + Federated Learning Explained (+ Tutorial) | #AI101

Higher Ed
In this month's AI 101, we're learning about differential privacy and federated learning.
Instructional Video4:45
Curated Video

R Programming for Statistics and Data Science - The P-Value

Higher Ed
This video explains P-value.<br<br/>/>

This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.
Instructional Video6:32
Curated Video

R Programming for Statistics and Data Science - Distributions

Higher Ed
This video explains distributions.<br<br/>/>

This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.
Instructional Video5:34
Curated Video

Julia for Data Science (Video 20)

Higher Ed
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine...
Instructional Video19:07
Institute for New Economic Thinking

Branko Milanovic - Global Income Inequality

Higher Ed
The Inaugural Conference @ King's, Institute for New Economic Thinking, Session 7:<b<br/>r/>

The Consequences of Inequality a<br/>nd Wealth Distribution
Instructional Video11:09
Curated Video

The Complete Excel Guide: Beginners to Advanced - Statistical Functions for Inference

Higher Ed
The aim of this video is to explore statistical functions for inference.
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This clip is from the chapter "Excel 2019 Advanced: Statistical Functions" of the series "The Complete Excel Guide: Beginners to Advanced".In this...
Instructional Video8:54
Institute for New Economic Thinking

Corrado DiGuilmi and Laura Carvalho: Beyond Representative-Agent Macroeconomics

Higher Ed
The current dominant strain of macroeconomic thought adopts an analytical simplification of the representative agent that deliberately abstracts from some of the most interesting and important questions we confront today. ...
Instructional Video7:05
Curated Video

Analyzing Independence in a Two-Way Table

K - 5th
In this video, the teacher explains how to determine if two events are independent using a formula. The example used is the relationship between music genre and region. By analyzing the probabilities of different events occurring, the...
Instructional Video3:44
Curated Video

Learning R for Data Visualization (Video 8)

Higher Ed
R is on the rise and showing itself as a powerful option in many software development domains. At its core, R is a statistical programming language that provides impressive tools for data mining and analysis, creating high-level...
Instructional Video4:29
Institute for New Economic Thinking

Satyajit Das: The Cultural Transformation of the World of Finance (4/6)

Higher Ed
With mathematical finance it became possible to put a number on risk. While the quantification of risk makes life comfortable for everybody, it also compels us to stop thinking, Das warns in Part 4 of this INET interview.
Instructional Video19:39
APMonitor

Install Python 3.7 on Windows or Linux

10th - Higher Ed
Follow these steps to install Python 3.7 on Windows:

1. Remove old Python distribu
tions
2. Browse to python.org and download
installer
3. Install
to C:\Python37
4. Add to PATH
Environment...
Instructional Video5:17
APMonitor

Install Python Packages with pip and conda

10th - Higher Ed
The package managers "pip" and "conda" allow users to install, update, or uninstall Python modules from a command line or directly from a Python script.
Instructional Video5:09
Curated Video

Linux Administration Bootcamp: Go from Beginner to Advanced - Linux Distributions

Higher Ed
This video gives you an overview of Linux distribution systems.
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This clip is from the chapter "Installing and Connecting to a Linux System" of the series "Linux Administration Bootcamp: Go from Beginner to Advanced".This...
Instructional Video13:33
Curated Video

Linux Administration Bootcamp: Go from Beginner to Advanced - Installing Software

Higher Ed
This video demonstrates how to install the software in the Linux system.
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This clip is from the chapter "Intermediate Linux Skills" of the series "Linux Administration Bootcamp: Go from Beginner to Advanced".This section...