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 Video2:31
Curated Video

What is the Statue of Liberty?

9th - Higher Ed
The Statue of Liberty is more than just a statue – it’s a collection of powerful symbols that represent the United States, its history and the ideals that it holds dear.
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 Video2:19
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 Video2:49
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 Video2:31
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 Video2:24
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...
Instructional Video3:35
Great Big Story

The Actor With 500 Credits and Counting

12th - Higher Ed
Celebrating the 90-year-old actor with 500 credits, James Hong, who pioneered roles for Asian Americans in Hollywood.
Instructional Video3:14
Great Big Story

This Roller Derby Team Is Jamming for Representation

12th - Higher Ed
Join the movement to empower indigenous athletes in roller derby. Meet Team Indigenous and their journey to create a space for native representation in sports.
Instructional Video3:17
Great Big Story

She_s Bringing Ballet to the Streets of New York

12th - Higher Ed
A story of determination, representation, and empowerment through ballet, challenging stereotypes and inspiring inner-city communities.
Instructional Video7:48
Great Big Story

Voices of Empowerment: Black Storytellers Across Disciplines

12th - Higher Ed
Dive into the inspiring narratives of influential black storytellers who shape our understanding of culture, identity, and history. From literature to music, film to photography, these creators share the importance of representation and...
Instructional Video3:08
Great Big Story

Jenny Bridges: Breaking Barriers in Opera

12th - Higher Ed
Meet Jenny Bridges, a mezzo-soprano opera singer, who is challenging stereotypes and making opera more accessible. Breaking into an art form often seen as elitist, Jenny shares her journey from singing in church choirs to gracing world...
Instructional Video4:58
Curated Video

Grasping Rate of Reaction Expression and Visualization

9th - Higher Ed
Detailed conceptual explanation of rate using experiment,represntation, molar concentration vs time graph, Average Rate. Rate of Reaction and Instantaneous Rate part 2
Instructional Video6:32
Wonderscape

Whole Numbers as Fractions: A Mathematical Exploration

K - 5th
This video explains how to represent whole numbers as fractions. It uses examples like dividing apples and circles to illustrate that fractions with equal numerators and denominators represent one whole. The video also demonstrates how...