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README.md

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-# Drug-Classification
-This app is a part of the Beginner's Guide to CI/CD for Machine Learning. It teaches how to automate training, evaluation, and deployment of models to Hugging Face using GitHub Actions.
+# 💊 Drug Classification: CI/CD for Machine Learning
+
+This repository is a hands-on guide for automating the ML lifecycle. It demonstrates how to use **GitHub Actions** to automate the training, evaluation, and deployment of a drug classification model directly to **Hugging Face Spaces**.
+
+**Source Repository:** [kingabzpro/CICD-for-Machine-Learning](https://github.com/kingabzpro/CICD-for-Machine-Learning)
+
+![Dashboard Preview](assets/screenshot-2026-04-29.png)
+
+## 🚀 Key Features
+*   **Automated Training:** Retrains the model whenever new data is pushed.
+*   **Model Evaluation:** Checks performance metrics before deployment.
+*   **Seamless Deployment:** Syncs the model and Gradio/Streamlit app to Hugging Face.
+