Alex Merced • 9/22/2024

Deep Dive into Data Apps with Streamlit

This article provides a detailed tutorial on creating data-driven web applications with Streamlit. It covers environment setup using Docker, building basic apps, creating interactive visualizations, integrating machine learning models, connecting to databases like Dremio, and deploying applications. The guide includes best practices for code organization, performance optimization, and advanced features like state management and real-time updates.

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#Python #Machine Learning #data visualization