Update README.md

README.md

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 Real-Time Crypto Trading Bot with Machine Learning and PCA
+Visit our [Publish0x page](https://www.publish0x.com/start/crypto-trading-mathematical-modeling-and-strategic-optimizat-xkelryw) and tip us for free.
 
 Description:
 Welcome to our community focused on integrating mathematics, machine learning, and streamlit-based visualization for financial markets! Our project revolves around building a real-time trading bot for cryptocurrency and stock markets, leveraging Principal Component Analysis (PCA), SHAP analysis, and Random Forest classifiers to make data-driven decisions.
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 Let's Build Together!
 
 Join us in pushing the boundaries of AI-driven trading!
-Visit our [Homepage on Publish0x](https://www.publish0x.com/start/crypto-trading-mathematical-modeling-and-strategic-optimizat-xkelryw) to explore the educational slides and tutorials.
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