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

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Jul 3, 2025
10:26

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. Weโ€™ll walk through: ๐Ÿ“Š Loading and visualizing a real diabetes dataset ๐Ÿ” Creating charts like histograms, scatter plots, and bar graphs ๐Ÿค– 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 โœจ Perfect for beginners in AI dashboards, data science, or anyone curious about building an intelligent interface with Python. ๐Ÿ“ Dataset used: Diabetes CSV https://raw.githubusercontent.com/plotly/datasets/master/diabetes.csv ๐Ÿง  Get your Gemini API Key: https://aistudio.google.com/app/apikey ๐Ÿ“Œ Releasing the full code when this video hits 50 likes ๐Ÿ‘ Donโ€™t 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