Tutorials - Lisa Carpenter: How to create beautiful interactive GUIs and web apps

Python

Create beautiful interactive GUIs and web apps with Streamlit, a Python library. Learn step-by-step how to output data, create widgets, persist data, and more in this tutorial.

Key takeaways

The tutorial introduces Streamlit, a Python library for creating beautiful interactive GUIs and web apps.
The speaker provides a step-by-step guide to creating a simple web app using Streamlit.
The key takeaways include:
- Using st.write to output data to the front end.
- Creating interactive widgets such as buttons, sliders, and dropdown menus.
- Using st.session_state to persist data across multiple pages.
- Creating a multi-page app by creating separate .py files in a pages folder.
- Using st.table to display data in a table format.
- Creating forms using st.form and combining multiple inputs.
- Using st.empty to create a placeholder for data.
- Creating a simple hyperparameter tuner using Streamlit.
- Using st.select_slider to create a slider input.
- Using st.date_input to create a date input.
- Creating a data editor using st.table and st.session_state.
- Using st.session_state to persist data across multiple pages.
- Creating a sidebar using st.sidebar.
- Using st.write to output data to the front end.
The speaker encourages attendees to try out Streamlit and create their own projects.

Tutorials - Lisa Carpenter: How to create beautiful interactive GUIs and web apps

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