How to Build an AI Dashboard in Python with Dash and Gemini? | Machine Learning Projects

Want to build a smart dashboard that talks back? In this tutorial, you'll learn how to create an interactive data dashboard using Dash (by Plotly) and Gemini AI in Python.

We’ll walk through:
📊 Loading and visualizing a real diabetes dataset
🔍 Creating charts like histograms, scatter plots, and bar graphs
🤖 Connecting to Gemini 1.5 Flash to ask natural-language questions like:
- "How does age affect diabetes?"
- "Is there a pattern between glucose and BMI?"

All built in one script using:
- Dash and Plotly for visualization
- Pandas for data manipulation
- Google Generative AI to power insights with Gemini

✨ Perfect for beginners in AI dashboards, data science, or anyone curious about building an intelligent interface with Python.

📁 Dataset used: Diabetes CSV https://raw.githubusercontent.com/plotly/datasets/master/diabetes.csv
🧠 Get your Gemini API Key: https://aistudio.google.com/app/apikey
📌 Releasing the full code when this video hits 50 likes
👍 Don’t forget to like, subscribe, and comment your theme ideas!

#python #coding #programming #codewithme

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