Curated Video
The Rise and Fall of the Dollar Menu
Weird History Food is going to your favorite fast food drive-thru for the history of the Dollar Menu. The big three fast food chains, Mcdonald's, Wendy's, and Burger King have all introduced their version of the value menu. But when did...
Curated Video
Electricity: Supply and Demand
As demand for electricity rises, supply can become jeopardised. With electricity difficult to store, how to power companies manage this delicate balancing act? Earth Science - Earth's Resources - Learning Points. Electricity producers...
Curated Video
Electricity: The Costs
Where does the electricity we use come from? Are we damaging our environment just to keep the lights on? Earth Science - Earth's Resources - Learning Points. Electricity is essential to our society and the way we live. Electricity...
Curated Video
International Trade: An Unequal Relationship?
An unequal relationship exists between primary and secondary producers in global industry. How does this imbalance affect countries' development? Human Geography - A Changing World - Learning Points. Poorer countries of the world provide...
Curated Video
Oil Shocks
The factors affecting global oil prices, and what can happen if prices shift dramatically. Earth Science - Earth's Resources - Learning Points. Oil price is determined by the current supply to world markets, the amount in reserves, and...
Curated Video
Fair Trade
Find out the principles underlying some of the most prominent Fair Trade schemes and how these can redress unequal relationships between small producers and global buyers. Human Geography - A Changing World - Learning Points. The...
Curated Video
Hyperinflation: 1920s Germany
The causes and effects of spiralling interest rates in 1920s Germany, when money became so devalued it was burnt as fuel. Maths - Number A Twig Math Film. Reinforce and extend the learning required by the curriculum. Twig’s context films...
Curated Video
Why Do Shares Change Price?
What are shares, and what affects their price? Discover why share price is not only dictated by monetary value, and why this makes trading a risky business. Maths - Statistics And Probability A Twig Math Film. Reinforce and extend the...
Curated Video
Internet shopping
Find out how the internet has revolutionised the way we shop. People and places - Human geography - Shopping Learning Points The internet has revolutionised the way we shop. Shopping connects you with the people who create the products...
Curated Video
The Equations and Inequalities: The Properties of the Equality Relation in N and Z
By the end of this learning object, the student will be able to: Recognize the properties of the equality relation in N and Z.9486
Wonderscape
The Beginning of the Great Depression
This video explains the events leading up to the stock market crash of 1929 and the start of the Great Depression. It discusses how easy access to credit and stock investments led to a booming economy in the 1920s, followed by panic and...
Curated Video
The Taj Mahal: a Monument of Love and Pinnacle of Architecture
To this day, the Taj Mahal is one of the most iconic structures in India. The Mughal emperor Shah Jahan commissioned the Taj Mahal in memory of his beloved wife, Mumtaz Mahal, who died at 39. Completed in 1648 after 22 years of...
MarketWatch
Inflation vs. recession: How each impacts your finances
As Americans are facing inflation pain points and recession fears, there have been many misconceptions about the state of the economy. Here are the key differences to know and how it affects your money.
Curated Video
The Challenges and Opportunities of Recycling
Over the last two decades, recycling has become not only the best way to reduce landfill, but a profitable enterprise in it s own right.
Wonderscape
Understanding the Stock Market: An Intro to Shares and Investments
Dive into the basics of how the stock market operates, including buying shares, IPOs, and understanding return on investments (ROI). Discover the dynamics of stock prices affected by supply and demand, and get practical insights into...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 2)
In this video, we will work on a more conventional prediction called stock return. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 1)
In this video, we will understand why one-step prediction on stock price is misleading and unconventional. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Sequence Data
In this video, you will learn about sequence data. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Return Computation Revisited and Other Extensions (Optional)
In this video, you will learn the computation of returns in pairs trading and explore other optional extensions to enhance our pairs trading strategy with ChatGPT, incorporating transaction costs, slippage, risk management techniques,...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Returns, Log Returns, Cumulative Returns
Here, we will gain a comprehensive understanding of different returns used in pairs trading, including simple, log, and cumulative returns, and how these metrics are calculated and interpreted in the context of evaluating the performance...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Test
In this video, we will conduct a pairs trading test to validate the performance and effectiveness of our strategy with ChatGPT into specific techniques and statistical tests to evaluate the performance of our pairs trading strategy with...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Strategy Performance Computation (Optional)
In this video, we will explore advanced techniques for computing and evaluating the performance of our pairs trading strategy, including risk-adjusted performance metrics, portfolio optimization, and other sophisticated methods for...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - More about Log Returns (Optional)
This video delves deeper into log returns, including their advantages and limitations compared to simple returns. You will learn to correctly apply log returns in your pairs trading analysis and interpret returns of pairs trading with...
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting the Return Computation
In this video, we will accurately compute and correct the returns of the pairs trading strategy, including accounting for transaction costs, slippage, and other factors that may impact the performance of our strategy, ensuring that the...