Instructional Video4:19
Wonderscape

Understanding the Seventeenth Amendment: Direct Election of Senators

K - 5th
Learn about the Seventeenth Amendment to the United States Constitution, ratified in 1913, which transformed the process of selecting senators to represent states in Congress. Explore the historical context, challenges with the previous...
Instructional Video13:50
PBS

Hero, Beast, or Both? The Complex Lore of the Centaur

9th - Higher Ed
Humans have domesticated animals as beasts of burden for thousands of years and the vital role horses play in the evolution of culture in particular has inspired countless equine folklore, but none are quite like the centaur.
Instructional Video2:16
Curated Video

Inside the Role of a Director of Diversity, Equity, and Inclusion

9th - Higher Ed
Melanie is the Director of Diversity, Equality, and Inclusion for Crate and Barrel, one of the largest home furnishings and decor retailers in the U.S.. Melanie spearheads the company's commitment to creating an inclusive organization...
Instructional Video12:06
Curated Video

What Hollywood Gets Wrong About Native America

9th - Higher Ed
Why aren’t Native people– and their stories – ever the crux of your favorite films? From films used as a tool of genocidal propaganda, to award-winning Indigenous stories in Hollywood, how far has Indigenous media representation come and...
Instructional Video5:51
Curated Video

Modern JavaScript from the Beginning - Second Edition - Working with Numbers

Higher Ed
In this video, we will cover the basics of working with numbers in JavaScript. We will explore number literals, operators, and common methods for working with numbers. This clip is from the chapter "Variables, Data Types, Methods, and...
Instructional Video8:06
Curated Video

The Future of Fashion: 3D Technology Tailors Perfect Fit

6th - Higher Ed
Discover how 3D technology is revolutionizing the fashion and footwear industries, making custom-tailored clothing and shoes accessible to everyone. Follow the journey of Karine and Paola as they experience a body scanning process that...
Instructional Video4:45
Instructional Video14:13
Curated Video

Deep Learning - Crash Course 2023 - Going Deep into Neural Networks

Higher Ed
In this video, we will take a deep dive into neural networks and explore how to find the output for a deep neural network. This clip is from the chapter "Universal Approximation Theorem" of the series "Deep Learning - Crash Course...
Instructional Video3:57
Curated Video

Deep Learning - Crash Course 2023 - Confirming Universal Approximation Theorem Works

Higher Ed
In this video, we will confirm the effectiveness of the Universal Approximation Theorem by implementing it on a practical problem. This clip is from the chapter "Universal Approximation Theorem" of the series "Deep Learning - Crash...
Instructional Video5:34
Curated Video

Deep Learning - Crash Course 2023 - Understanding Universal Approximation Theorem

Higher Ed
In this video, we will introduce the concept of Universal Approximation Theorem in deep learning. We will discuss what this theorem means, how it works, and its importance in the field of neural networks. This clip is from the chapter...
Instructional Video3:53
Curated Video

Recommender Systems Complete Course Beginner to Advanced - Deep Learning Foundation for Recommender Systems: Strengths and Weaknesses of DL Models

Higher Ed
This video discusses in detail the strengths and weaknesses of deep learning models, including non-linear transformations and non-trivial relationships.
Instructional Video3:13
Curated Video

Recommender Systems Complete Course Beginner to Advanced - Deep Learning Foundation for Recommender Systems: VAE Collaborative Filtering

Higher Ed
Let's understand the variational autoencoder for collaborative filtering using a representation obtained in the hidden layers.
Instructional Video5:28
Curated Video

Recommender Systems Complete Course Beginner to Advanced - Deep Learning Foundation for Recommender Systems: Embeddings and User Context

Higher Ed
In this video, we will discuss deep neural network models that are built on the technique of factorization, and interactions between variables and embeddings are taken into account.
Instructional Video7:26
Curated Video

Kafka for Developers - Data Contracts Using Schema Registry - Build the DTOs for CoffeeOrderService

Higher Ed
In this video, we will build the DTOs for the coffee order service. This clip is from the chapter "Build a Coffee Order Service Using Spring Boot and Schema Registry" of the series "Kafka for Developers - Data Contracts Using Schema...
Instructional Video3:50
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Strengths and Weaknesses of DL Models

Higher Ed
In this lesson, you will learn about the strengths and weaknesses of deep learning recommender system models. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An Applied...
Instructional Video3:10
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - VAE Collaborative Filtering

Higher Ed
This lesson explores the variational autoencoder for collaborative filtering, using representations in hidden layers. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An...
Instructional Video5:25
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Embeddings and User Context

Higher Ed
This video focuses on collaborative filtering with the help of deep learning and neural collaborative filtering. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An...
Instructional Video5:05
Curated Video

The Buildup to the American Revolution

3rd - Higher Ed
Dr. Forrester talks about taxation, religious freedom, and other important issues that led the colonists to break away from Great Britain.
Instructional Video2:19
Curated Video

What are the Different Forms of Government?

9th - Higher Ed
Every country on Earth is run by some form of government – but there are many different kinds, from autocracies and oligarchies to direct and representative democracies.
Instructional Video2:31
Curated Video

Branches of Government

9th - Higher Ed
The federal government of the United States of America is split into three separate and distinct branches. But what do the Executive, the Legislature and the Judiciary do and why are they necessary?
Instructional Video2:13
Curated Video

Tommy Orange

9th - Higher Ed
Tommy Orange, a groundbreaking Indigenous American author, illuminates urban Indigenous experiences with a unique narrative.
Instructional Video2:49
Curated Video

Why did the Colonies Declare Independence?

9th - Higher Ed
In the late 1770s, U.S. patriots banded together to declare independence from Great Britain. But why did they want their independence and what kind of country did they want the United States to be?
Instructional Video2:24
Curated Video

What is Common Sense?

9th - Higher Ed
It’s one of the most important documents in US history, but how did Thomas Paine’s 47-page pamphlet, Common Sense, turn the tide of the American Revolutionary War?
Instructional Video8:51
Curated Video

How Ancient Mythologies Defy the Gender Binary

6th - Higher Ed
Creation, transformation, and the quest for self-knowledge – these are universal themes that appear across world mythology. But there’s another common thread within these tales: gender fluidity. It’s not only commonplace in many...