AI-in-Healthcare-Workshop-Biovatech-Hakathon

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AI-in-Healthcare-Workshop-Biovatech-Hakathon

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This is a workshop attachment for participants to use during the AI in Healthcare Workshop in Biovatech Hackathon

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# 🏥 Healthcare AI Workshop

A beginner-friendly workshop where you build a simple AI system from scratch — step by step, no experience required.

This project shows how AI and simple rules can work together to understand patient symptoms and give helpful responses. The goal is not to build the perfect model. The goal is to understand **how a system is designed**.

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## 📚 What You Will Learn

- How AI systems are structured (Input → Understand → Decide → Output)
- How an LLM reads and understands messy, real-world text
- Why simple rules are often better than AI for making decisions
- What goes wrong in real systems — and how to think about fixes
- How to evaluate a system, not just a model

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## 🚀 How to Use

1. **Open the notebook**
   ```
   Healthcare_AI_Workshop.ipynb
   ```

2. **Follow the steps**  
   Each section explains the idea first, then shows the code. Read before you run.

3. **Try the exercises**  
   Each section has a short exercise with a hidden solution. Try it yourself before revealing the answer.

> No API keys needed. No heavy libraries. Just Python + matplotlib.

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## 💡 Key Message

> **"A good system matters more than a complex model."**

The failures in this workshop are not AI failures — they are design failures.  
Learning to design well is the most valuable skill you can build.

---

*Start simple. Think clearly. Build something that works.* 🚀

AI-in-Healthcare-Workshop-Biovatech-Hakathon

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