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.
Weโll walk through:
๐ Loading and visualizing a real diabetes dataset
๐ Creating charts like histograms, scatter plots, and bar graphs
๐ค 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
โจ Perfect for beginners in AI dashboards, data science, or anyone curious about building an intelligent interface with Python.
๐ Dataset used: Diabetes CSV https://raw.githubusercontent.com/plotly/datasets/master/diabetes.csv
๐ง Get your Gemini API Key: https://aistudio.google.com/app/apikey
๐ Releasing the full code when this video hits 50 likes
๐ Donโt forget to like, subscribe, and comment your theme ideas!
#python #coding #programming #codewithme
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How to Build an AI Dashboard in Python with Dash and Gemini? | Machine Learning Projects | NatokHD