Algorithmic Trading – Machine Learning & Quant Strategies Course with Python

Published: 26 October 2023
on channel: freeCodeCamp.org

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In this comprehensive course on algorithmic trading, you will learn about three cutting-edge trading strategies to enhance your financial toolkit. In the first module, you'll explore the Unsupervised Learning Trading Strategy, utilizing S&P 500 stocks data to master features, indicators, and portfolio optimization.

Next, you'll leverage the power of social media with the Twitter Sentiment Investing Strategy, ranking NASDAQ stocks based on engagement and evaluating performance against the QQQ return. Lastly, the Intraday Strategy will introduce you to the GARCH model, combining it with technical indicators to capture both daily and intraday signals for potential lucrative positions.

✏️ Course developed by ‪@lachone_‬

💻 Code and course resources: https://github.com/Luchkata/Algorithm...

🔗 You can sign up for the data API used here: https://intelligence.financialmodelin...

🔗 Learn more about Lachezar and Quantitative Trading with Python here: https://www.quantfactory.ai/p/become-...

⭐️ Contents ⭐️
0:00:00 - Algorithmic Trading & Machine Learning Fundamentals
0:15:25 - Building An Unsupervised Learning Trading Strategy
2:05:08 - Building A Twitter Sentiment Investing Strategy
2:28:08 - Building An Intraday Strategy Using GARCH Model

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👾 Serhiy Kalinets
👾 Justin Hual
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