- Видео 11
- Просмотров 6 706
The Quant Trading Room
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Добавлен 30 янв 2023
We are a group that develops quantitative trading systems. We all come from a science background, and want to help those looking to get started! Our videos will range over a wide variety of topics. They will often be accompanied by a medium article, where this is the application.
The Quantum Traders Toolkit: Exploring the Basics of Qiskit
This is the first part in a series that will have many videos to come. In this series we will go from taking our first steps in quantum information systems to machine learning and applications to trading. Here we get familiar with some of the simple methods is qiskit. The medium article mentioned is provided here.
medium.com/@The-Quant-Trading-Room/quantum-computing-demystified-boldly-going-beyond-classical-limits-in-financial-markets-6d9a2c646be0
medium.com/@The-Quant-Trading-Room/quantum-computing-demystified-boldly-going-beyond-classical-limits-in-financial-markets-6d9a2c646be0
Просмотров: 317
Видео
Making Money in the Market: Combining Kelly Criteria and Monte Carlo to trade stocks
Просмотров 384Год назад
In this video we will discuss how to combine the Kelly Criterion and Monte Carlo to create a Risk Management System to effectively trade the SPY. We go through the full code from our medium article and explain each step. If you'd like an in-depth break down of the theory, please see our medium page below. Kelly and Monte Carlo Article: medium.com/@The-Quant-Trading-Room/the-ultimate-trading-str...
Quant Trader's Toolkit: Free and Fast Fundamental Data from SEC with Python
Просмотров 221Год назад
Master all material presented in the Quant Trader's Toolkit series and you will be well on your way to success as a quant. This video breaks down the code presented in our medium article of the same name, link below. Quant Trader's Toolkit: - Part 1: medium.com/@The-Quant-Trading-Room/quant-traders-toolkit-an-overview-4a7989393c73 - Part 2: medium.com/@The-Quant-Trading-Room/quant-traders-toolk...
Kelly Criterion Explained: The Key to Successful Stock Market Betting
Просмотров 357Год назад
In this video we will discuss an introduction to the Kelly Criterion We will detail the main aspects of basic code and take a look at how to apply the idea! This video will cover a basic Kelly Criterion function as well run a few simulations. If you'd like an in-depth break down of the theory, please see our medium page below. medium.com/@The-Quant-Trading-Room/the-ultimate-trading-strategy-how...
Bayesian Optimization: An Easy Explanation of a Powerful Quant Trading Tool
Просмотров 1,4 тыс.Год назад
Learn how to use Bayesian Optimization to find the best hyperparameters for your trading strategies in this video. Bayesian Optimization is a powerful technique for optimizing complex algorithms, enabling you to increase your profits and reduce your risks. Don't forget to like, comment, and subscribe for more trading tips and insights! I will include the Medium link below! medium.com/@The-Quant...
Unleash The Power of Probability! Monte Carlo Simulations
Просмотров 382Год назад
medium.com/@The-Quant-Trading-Room/application-of-ito-calculus-monte-carlo-simulation-6eebce79bbac
Structural Entropy: Building the Market Block by Block
Просмотров 699Год назад
In this video we will discuss an introduction to Structural Entropy. We will detail the main aspects of the code, and take a look at how to apply the idea! This concept can be used to find new and creative ways to find and exploit underlying structural changes in the stock market. If you'd like an in-depth break down of the theory please see our medium page below medium.com/@The-Quant-Trading-R...
Pairs Trading: A Match Made in Market-Neutral Heaven
Просмотров 390Год назад
In this video we will discuss an introduction to pairs trading. We will detail the main aspects of the code, and take a look at how to apply the concept! This statistical arbitrage strategy is a great introduction to market-neutral trading strategies. If you would like more detail you can look at our Medium article on it bellow! medium.com/@The-Quant-Trading-Room/pairing-up-for-profit-a-match-m...
Linear Regression: The Straight Shooter of The Stock Market
Просмотров 296Год назад
Here we take a look at how to build a linear regression model from scratch. It is was one the key first steps in machine learning and a very useful tool when dealing with the financial markets. Linear regressions are something you should master as a stepping stone in your journey. If you would like more details you can read our Medium post on it in the like provided. medium.com/@The-Quant-Tradi...
Fractional Differencing: More Insight, Less Work
Просмотров 2 тыс.Год назад
This video is about using fractional differencing when working with time series data. Fractional Differencing can be used on price data in order to make it stationary, while maintaining more memory. I will put the link to the medium in here, so you can see the mathematical notation, and reference it for more detail. Medium: medium.com/@The-Quant-Trading-Room/is-differencing-too-much-fractional-...