Streamlit: Making AI Apps and showcasing Data Analytics on the Web in Minutes (Sept. 9th)
Tuesday, September 9th, 2025: 6:30 PM to 7:30 PM EDT
PyData Miami is hosting its first event of 2025! Join us for an in-person session demonstrating how to build data-driven applications in minutes. Damian Montero shares common problems faced in data science and engineering, and how Streamlit provides an elegant solution.
2103 Coral Wy 2nd floor, Miami
Streamlit enables data scientists and ML engineers to create interactive web applications directly from Python scripts, eliminating the need for frontend development skills.
This hands-on session covers how to convert data analyses and models into shareable web interfaces. We'll begin with some examples to understand Streamlit's capabilities, then participants will build a dashboard using the 2025 State of Engineering Management Report dataset.
The live coding portion covers core components (layouts, widgets, data visualization), state management, and GitHub deployment. We'll also implement LLM and RAG features using provided code examples. Attendees will receive a complete GitHub repository with all demonstrated code, including the AI implementations.
Hosted by Arewa Iyi from PyData Miami