Orange Education Pvt Ltd Building Data Apps with Streamlit: Creat...

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Build complete Streamlit apps from data exploration to deployment, Integrate ML models and AI chatbots into interactive Python apps, Master caching, state management, cloud deployment, and multipage architecture

Building Data Apps with Streamlit: Create Dynamic Dashboards, Machine Learning Workflows, and AI Chatbots with Streamlit and Python

2026 Januar

1. Introduction to Streamlit 2. Setting Up the Development Environment 3. Creating and Deploying Your First Streamlit App 4. Exploring Streamlit’s Flow and Architecture 5. Persisting Data and State Across App Reruns 6. Exploring Streamlit’s Page Elements 7. Widget Keys and Callbacks 8. Introduction to Streamlit Caching and Connections 9. Managing Secrets in Streamlit 10. Advanced App Management Concepts 11. App Configuration Options 12. Building Multipage Streamlit Apps 13. Testing Streamlit Apps 14. Building a Data Analysis Streamlit App 15. Building a Machine Learning Streamlit App 16. Building a Chatbot on Streamlit Index

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