Curriculum

17 Chapters · 33 Lessons

  1. 1
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  2. 2
    1. (Included in full purchase)

      Introduction to Streamlit

    2. (Included in full purchase)

      Introduction to Streamlit

  3. 3
    1. (Included in full purchase)

      Setting Up the Development Environment

    2. (Included in full purchase)

      Setting Up the Development Environment

  4. 4
    1. (Included in full purchase)

      Creating and Deploying Your First Streamlit App

    2. (Included in full purchase)

      Creating and Deploying Your First Streamlit App

  5. 5
    1. (Included in full purchase)

      Exploring Streamlit’s Flow and Architecture

    2. (Included in full purchase)

      Exploring Streamlit’s Flow and Architecture

  6. 6
    1. (Included in full purchase)

      Persisting Data and State Across App Reruns

    2. (Included in full purchase)

      Persisting Data and State Across App Reruns

  7. 7
    1. (Included in full purchase)

      Exploring Streamlit’s Page Elements

    2. (Included in full purchase)

      Exploring Streamlit’s Page Elements

  8. 8
    1. (Included in full purchase)

      Widget Keys and Callbacks

    2. (Included in full purchase)

      Widget Keys and Callbacks

  9. 9
    1. (Included in full purchase)

      Introduction to Streamlit Caching and Connections

    2. (Included in full purchase)

      Introduction to Streamlit Caching and Connections

  10. 10
    1. (Included in full purchase)

      Managing Secrets in Streamlit

    2. (Included in full purchase)

      Managing Secrets in Streamlit

  11. 11
    1. (Included in full purchase)

      Advanced App Management Concepts

    2. (Included in full purchase)

      Advanced App Management Concepts

  12. 12
    1. (Included in full purchase)

      App Configuration Options

    2. (Included in full purchase)

      App Configuration Options

  13. 13
    1. (Included in full purchase)

      Building Multipage Streamlit Apps

    2. (Included in full purchase)

      Building Multipage Streamlit Apps

  14. 14
    1. (Included in full purchase)

      Testing Streamlit Apps

    2. (Included in full purchase)

      Testing Streamlit Apps

  15. 15
    1. (Included in full purchase)

      Building a Data Analysis Streamlit App

    2. (Included in full purchase)

      Building a Data Analysis Streamlit App

  16. 16
    1. (Included in full purchase)

      Building a Machine Learning Streamlit App

    2. (Included in full purchase)

      Building a Machine Learning Streamlit App

  17. 17
    1. (Included in full purchase)

      Building a Chatbot on Streamlit

    2. (Included in full purchase)

      Building a Chatbot on Streamlit

About the Course

Streamlit has transformed how developers present data science and machine-learning work by making it effortless to turn Python scripts into interactive web applications. Building Data Apps with Streamlit provides a complete, hands-on roadmap to creating professional, production-ready apps using Streamlit’s fast, intuitive, and Pythonic framework. You begin with Streamlit’s architecture, layout system, and component ecosystem, learning how to build clean, scalable apps with widgets, callbacks, caching, and session state. The book then guides you through handling secrets, managing configurations, working with APIs and databases, and building multipage workflows that feel polished and responsive. By the end, you will build a full Streamlit solution that analyzes datasets, trains machine-learning models, and powers an AI chatbot using Google Gemini. With dedicated chapters on testing, optimization, and cloud deployment, this book equips you with the confidence and skills to create, iterate, and share high-quality Streamlit applications that bring your data and ideas to life.

About the Author

Siddhant Sadangi is a Developer Experience Engineer at neptune.ai, focusing on Python, MLOps, and Streamlit. A recognized Streamlit Creator and Community Moderator, he builds open-source tools and guides developers in turning data science projects into interactive web apps.