Algorithmic Trading Made Fun and Profitable 🚀
Master Algorithmic Trading with Python
Learn Algorithmic Trading Using Python
Algorithmic trading has taken the financial markets by storm, revolutionizing how trades are executed. Gone are the days of relying solely on gut feelings or tossing darts at a stock chart. Now, we have a systematic approach that leverages data analysis and smart decision-making. And guess what? We’ve got an exciting new course on the freeCodeCamp.org YouTube channel that will teach you how to implement algorithmic trading with Python, using a variety of strategies.
Meet Lachezar Haralampiev – The Algorithmic Trading Guru
Our course has been developed by none other than Lachezar Haralampiev, a passionate educator and quantitative finance expert. With his expertise in algorithmic trading, he’s got all the tools you need to unlock the secrets of this fascinating domain.
Prepare for the Trading Adventure – Three Strategies Await!
This course is a treasure trove of knowledge, divided into three extraordinary parts that unravel unique and actionable strategies. Let’s take a sneak peek at what awaits you in each segment:
1️⃣ Unsupervised Learning Trading Strategy
Imagine using unsupervised learning to craft your trading strategies. In this mind-blowing section, we delve into the world of SP500 stocks. We guide you through the process of collecting and analyzing data, calculating features, and filtering the top 150 most liquid stocks. But that’s not all! We explore monthly aggregation and equip you with the know-how of calculating monthly returns for varying time horizons. Plus, get ready to download the Fama-French Factors and compute rolling factor betas!
One of the major highlights here is the application of the K-Means Clustering Algorithm. We group similar assets, paving the way for a portfolio formation based on Efficient Frontier max sharpe ratio optimization. And get this, you’ll witness the visualization of portfolio returns compared to good ol’ SP500 returns. It’s a practical and eye-opening experience you won’t want to miss!
2️⃣ Twitter Sentiment Investing Strategy
Ah, social media, the realm of trending topics and viral cat memes. But did you know you can also tap into its power to shape your trading strategies? Buckle up for the next leg of our journey as we harness NASDAQ stock data and unveil the magic of social media sentiment analysis.
We’ll guide you through calculating the engagement ratio of stocks and ranking them to create a portfolio of the top 5 stocks. Buckle up, because it’s time for monthly rebalancing! Witness the exciting comparison of your cumulative portfolio return with the QQQ return. You’ll gain a holistic understanding of how to leverage social media sentiment for winning trades.
3️⃣ Intraday Strategy Using GARCH Model
Let’s unleash some serious firepower! The final part of our course takes you on a thrilling ride through the utilization of the GARCH model for intraday trading. We’ll equip you with simulated daily data and simulated 5-minute data, covering the period from June 2022 to September 2023.
Here’s where it gets really interesting. We’ll teach you how to fit a GARCH model, predicting one-day-ahead volatility. But that’s not all – we go further by combining the model’s prediction with technical indicators to form not one, but two distinct signals. Brace yourself because this strategy involves taking long or short positions based on the direction of the first intraday signal, then closing the position at the end of the trading day.
Let the Learning Adventure Begin!
Each part of this course is carefully crafted to equip you with the requisite knowledge and practical insights to thrive in the world of algorithmic trading. So, what are you waiting for? Dive into our 3-hour watch spectacle on the freeCodeCamp.org YouTube Channel. Trust us, it’s an adventure you won’t want to miss!
Join the Algorithmic Trading Revolution Today!
If you’re ready to unlock the secrets of algorithmic trading, this course is your golden ticket. Whether you’re an aspiring trader or a finance enthusiast, our comprehensive strategies, vibrant examples, and practical demonstrations will leave you energized and inspired.
So, what are you waiting for? Click that link, embark on this thrilling journey, and take your trading skills to the moon!✨💰
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