Instructional Video15:37
Curated Video

Understanding Composite Indices in Economics

12th - Higher Ed
This is a lecture video about composite indices in economics. It explains the concept of composite indices, which are used to measure variables that cannot be directly measured. The speaker discusses examples of composite indices and...
Instructional Video14:50
The Wall Street Journal

The White Working Class

Higher Ed
You think you understand America's class warfare? Maybe not. Thoughts from the author of the most-read article in the history of the Harvard Business Review: "What So Many People Don't Get About the U.S. Working Class."<br/>
Instructional Video11:46
Curated Video

Design a computer system using tree search and reinforcement learning algorithms : Exploring the Possible Actions of Your CartPole Robot in OpenAI Gym

Higher Ed
From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards....
Instructional Video8:22
Curated Video

Design a computer system using tree search and reinforcement learning algorithms : Visualizing the Outcomes of a Simple Blackjack Strategy

Higher Ed
From the section: Model-Free Prediction and Control With Monte Carlo (MC). In this section, we will learn one of two improvements on DP – Monte Carlo, a method which does not require a model of the environment. We talk about a new...
Instructional Video6:23
Curated Video

Design a computer system using tree search and reinforcement learning algorithms : Training the Agent, and Understanding What It Learned

Higher Ed
From the section: The Multi-Armed Bandit. In this section, we will learn about the basics and look at one of the most foundational concepts in Reinforcement Learning – The Multi-Armed Bandit We construct a model of a MAB...
Instructional Video13:13
Curated Video

Test a computer program or algorithm : Intro to Errors in Python

Higher Ed
From the section: Errors in Python. This section introduces you to errors in Python.<b<br/>r/>

This video provides an introduction to errors in Python.
Instructional Video7:26
Curated Video

Design test cases to verify a computer program : Testing Functions

Higher Ed
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python.<b<br/>r/>

This video explains the various testing functions in Python.
Instructional Video11:26
Packt

Introduction to computer hardware and software : Cooling Your PC

Higher Ed
From the section: Power Supplies. Here, we check our power supply, mount the power supply and learn how to cool our PC. All PCs make heat. Too much heat will damage components, so the heat must be dissipated from the system. Cooling...
Instructional Video3:41
Curated Video

Describe the different types of malware that could affect a computer system or network : Understand the types of malware

Higher Ed
From the section: What are the threats?. This section includes threats, types of malware and lot more.



This video gives an overview of malware and threats. It shows how to recognize malware, types of malware and how devices...
Instructional Video37:39
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Example 1 - Build Multi-layer perceptron for binary classification

Higher Ed
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN.<b<br/>r/>

Artificial Neural Networks: Example 1 - Build Multi-layer perceptron for binary classification
Instructional Video11:53
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : A Brief History of Autonomous Vehicles

Higher Ed
From the section: Introduction to Self-Driving Cars. In this section, we’ll cover a brief history and an overall outcome that you can expect by the end of this course.



Introduction to Self-Driving Cars: A Brief History of...
Instructional Video6:08
Mediacorp

Trouble on the Mekong: Solar Power to the Rescue

12th - Higher Ed
This video highlights the efforts of Okra Solar, a social enterprise backed by the Cambodian Government, to provide clean and affordable energy to off-grid communities in Cambodia. This sustainable approach showcases the potential for...
Instructional Video4:24
Curated Video

Introduction to Reproductive Strategies

6th - 8th
This video explores the fascinating world of reproductive strategies in the animal kingdom, from the female praying mantis eating her mate to the diverse approaches of species like zebras and sea turtles. By delving into the concepts of...
Instructional Video24:03
IDG TECHtalk

How to plot in R with echarts4r

Higher Ed
Learn how to make everything from basic line graphs to racing bar charts – all interactive and easily animated -- with echarts4r!
Instructional Video4:20
IDG TECHtalk

Docstrings in Python: Code as comments, and comments as code

Higher Ed
Learn how to use Python's docstrings feature to embed documentation directly into your code, available through Python's help system and accessible by third-party documentation-generation tools.
Instructional Video4:50
Brainwaves Video Anthology

Scott Hall - Reflection and Developing a Learning Mindset

Higher Ed
Scott Hall has over 15 years of teaching experience at all levels of education. He currently works in Basel, Switzerland as a Technology Integration Coach. Scott has long been an early adopter of technology in the classroom. As an...
Podcast14:38
NASA

‎The Invisible Network: 05: Marrow | NASA's The Invisible Network Podcast

Pre-K - Higher Ed
The technologies that fuel NASA's exploration don't just stay in space. They benefit humanity in everyday life — sometimes in surprising ways, like how a NASA communications engineer helped create a system that freezes bone marrow.
Instructional Video17:37
Music Matters

Mozart the Master of Simplicity - Composer Insights

9th - 12th
Does it get any better than Mozart? This composer insights lesson explores the first movement of Mozart’s K545 Sonata in C. The simple phrase structure and melodic design are unpacked in the context of the overall Sonata Form. Triadic...
Instructional Video3:55
Institute for New Economic Thinking

Alexander Field: The Depression Era R&D Explosion (3/4)

Higher Ed
In part 3 of this INET interview, Alexander Field discusses how innovation occurred during the Depression era. He suggests that massive investment—and indeed even growing investment during the Depression—in R&D led to widespread gains in...
Instructional Video4:03
Curated Video

Discuss the importance of data : Dependent- Independent Data split in Python

Higher Ed
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In...
Instructional Video8:58
Curated Video

Design a computer system using tree search and reinforcement learning algorithms : Tallying Every Outcome of an Agent Playing Blackjack Using MC

Higher Ed
From the section: Model-Free Prediction and Control With Monte Carlo (MC). In this section, we will learn one of two improvements on DP – Monte Carlo, a method which does not require a model of the environment. We talk about a new...
Instructional Video13:42
Curated Video

Test a computer program or algorithm : Creating Errors in Python

Higher Ed
From the section: Errors in Python. This section introduces you to errors in Python.<b<br/>r/>

This video explains how to create errors in Python.
Instructional Video6:15
Curated Video

Fix the errors in a computer program or algorithm : Errors and Exceptions

Higher Ed
From the section: Advanced Python. This section helps to understand about OOP, classes, class interface etc. We will dive into learning Advance Python



Errors happen. You can NOT avoid them. It's a fact of life, your programs...
Instructional Video2:44
Curated Video

Call a function : Demo - List Operations

Higher Ed
From the section: Data Operations. In this section, you will learn about the different types of operators used in Python. This section will teach you the building blocks for any kind of operations in Python.



Data Operations:...