Instructional Video7:03
The Guardian

Gender beyond the binary

Pre-K - Higher Ed
Five non-binary people discuss their experience of life outside the simple gender binary of male and female. They tell us about the difficulty that society has with their resistance to its attempts to compartmentalise and define people
Instructional Video4:48
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Label Encoding Using Scikit-Learn

Higher Ed
In this video, you will learn how to work with label encoding using scikit-learn This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this...
Instructional Video1:43
Curated Video

Python In Practice - 15 Projects to Master Python - vars( )

Higher Ed
This video explains the vars( ) function. This clip is from the chapter "All Built-In Functions" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on all built-in functions.
Instructional Video6:54
Curated Video

Python In Practice - 15 Projects to Master Python - Preparing the Data

Higher Ed
This video explains preparing the data. This clip is from the chapter "Flavor Predictor" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the flavor predictor.
Instructional Video3:30
Curated Video

Python In Practice - 15 Projects to Master Python - input( )

Higher Ed
This video explains the input( ) function. This clip is from the chapter "All Built-In Functions" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on all built-in functions.
Instructional Video3:41
Curated Video

Python In Practice - 15 Projects to Master Python - globals( )

Higher Ed
This video explains the globals( ) function. This clip is from the chapter "All Built-In Functions" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on all built-in functions.
Instructional Video5:13
Curated Video

Python In Practice - 15 Projects to Master Python - Asking the Model to Make Predictions - Flavor Predictor

Higher Ed
This video helps in asking the model to make predictions. This clip is from the chapter "Flavor Predictor" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the flavor predictor.
Instructional Video6:35
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Subset Selection

Higher Ed
This video focuses on subset selection. This clip is from the chapter "SAS Predictive Modeling, Prepare the Input Variables" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section focuses on SAS...
Instructional Video10:22
Instructional Video5:34
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Pandas Strings

Higher Ed
In this video, we will cover Pandas strings. This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video12:57
The Guardian

John McAvoy: from 'alpha male' to Iron Man

Pre-K - Higher Ed
John McAvoy has transformed himself from one of Britain's most wanted criminals to a Nike-sponsored Iron Man triathlete who advises the government on prison reform and works hard to make sure young people don't make the same mistakes he...
Instructional Video12:41
The Guardian

Muxes

Pre-K - Higher Ed
In Juchitán, Mexico, muxes – children identified as male at birth, but who choose at a young age to be raised as female – are embraced as part of the community.
Instructional Video3:29
Curated Video

Are There More Men Or Women In The World?

Pre-K - Higher Ed
While the population statistic is around 102 men : 100 women, the birth rate is more skewed. Approximately 107 men are born for every 100 women. However, over time that number seems to even out. Over the course of millions of years of...
Instructional Video3:34
Brainwaves Video Anthology

Karen Ritzenhoff - War and Media

Higher Ed
Karen A. Ritzenhoff is professor in the Department of Communication at Central Connecticut State University. She is also affiliated with the Women, Gender, and Sexuality Studies Program, as well as cinema studies and the Honors...
Instructional Video1:34
Curated Video

Nelly Bly: Breaking Barriers from Asylums to the Skies

9th - Higher Ed
We've all got our favourite YouTubers, right? But everyone with a channel has this Pennsylvian lady, Nellie Bly, to thank. You could say she was the world’s first blogger.
Instructional Video2:18
Makematic

Body Talk

K - 5th
Throughout history girls have been told what they can and cannot do with their bodies. But through activism and creativity, girls have fought to take back control.
Instructional Video2:27
Curated Video

Madam Queenie: New York's Notorious Crime Boss

9th - Higher Ed
America has always been captivated by crime and the sharp-dressed, trigger happy men who dominate the underworld. But one story remains criminally neglected, that of gambling kingpin Stephanie St. Clair, aka Madame Queenie - the Robin...
Podcast1:59
Youth Radio

Adopted by a White Mom

Pre-K - Higher Ed
Race in America is a complex and difficult topic. This is especially the case for children adopted into families of a different race than themselves. Listen to hear how one girl tries to navigate the waters of race after being adopted...
Instructional Video7:16
Institute for New Economic Thinking

The Push and Pull of Inequality and Identity

Higher Ed
Amitava Dutt discusses how group identity is key to addressing inequality and how inequality can disrupt group identity. Dutt explains the difference in measuring inequality vertically--which observes rankings of individuals...
Instructional Video4:58
Brainwaves Video Anthology

Cynthia Owyoung - How to Build a Real Workplace Culture of Inclusion that Delivers Results

Higher Ed
Cynthia Owyoung is vice president of inclusion, equity, and belonging at Robinhood, where she drives the company’s approach to enhancing its culture of diversity and inclusion. As the founder of Breaking Glass Forums, she develops...
Instructional Video14:49
The Wall Street Journal

Good Bias, Bad Bias

Higher Ed
From racist bots to censorship allegations, bias in AI has already dented the reputations of some companies. At the same time, some biases are essential for AI to achieve desired results.
Instructional Video2:45
Curated Video

We Call BS! Why Guns Are Big News

9th - Higher Ed
Millions of Americans value their Second Amendment right to own and carry arms. However, after 17 students and staff were shot dead at Marjory Stoneman Douglas High School back in Florida in 2018 - students became the voice in the fight...
Instructional Video3:57
Barcroft Media

Gender Neutral Parenting: Why Shouldn't Our Sons Wear Dresses?

Higher Ed
*** EXCLUSIVE *** SHEFFIELD, UNITED KINGDOM JANUARY 23: A couple who allow their twin boys to wear dresses and play with dolls say their relaxed parenting will make their sons better fathers. Gabriella Haughton-Malik and husband Joe...
Instructional Video2:23
Curated Video

Lozen: Fearless Apache Warrior

9th - Higher Ed
At a time when Apache men and women followed specific gender roles, Lozen defied convention – to become one of the finest warriors in the tribe's history.