Streamlit vs Gradio: A Beginner’s Guide to Effortless Data Apps

An easy-to-follow guide on data app development using Streamlit and Gradio, allowing beginners and experienced developers to determine the best platform for their project easily — no advanced coding skills are needed

Source: Author

Introduction

Data app development is changing how we engage with data, making it easier to understand and act upon. This process involves building applications that turn raw data into useful insights. Tools like Streamlit and Gradio have made this process more accessible, allowing developers to focus on solving problems and sharing insights without getting overwhelmed by coding complexities.

Streamlit provides a straightforward Python-based method for creating interactive web apps, while Gradio simplifies building user interfaces for machine learning models. By leveraging these tools, developers can create dynamic, user-friendly applications that transform data challenges into opportunities.