Build a Simple Stock Trading Strategy with Python (Step-By-Step Tutorial)

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#Programming #Python #stockmarket #tradingstrategy Learn how to build a simple trading strategy in Python using real S&P 500 data! In this beginner‑friendly tutorial, we load SPY price data, calculate a 50‑day moving average, generate buy/sell signals, and compare our strategy directly against a buy‑and‑hold approach. You’ll learn how to: 1.Import and clean financial data 2.Set the date as the index 3.Calculate moving averages 4.Create trading signals 5.Plot cumulative returns 6.Compare strategy vs. buy & hold This is the perfect place to start if you want to turn raw market data into a working trading model. 📊 Code + Dataset: Available on Patreon 👉 Disclaimer: The material in this video is purely for educational purposes and should not be taken as professional investment advice. Invest at your own discretion. ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ ⭐Please Subscribe !⭐ ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🐦🔥🐤 Support The Channel🐤🔥🐦 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ ⭐Get the code and data sets or just support the channel by becoming a supporter on Patreon: ► ⭐Website: ► ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📚Helpful Python Programming Books📚 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ ► Hands-On Machine Learning with Scikit-Learn and TensorFlow: ► Learning Python: ►Head First Python: ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📚Helpful Financial Books📚 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🌟Stock Market Investing Books: ✔️The Bogleheads' Guide to Investing