Book Image

Getting Started with Streamlit for Data Science

By : Tyler Richards
Book Image

Getting Started with Streamlit for Data Science

By: Tyler Richards

Overview of this book

Streamlit shortens the development time for the creation of data-focused web applications, allowing data scientists to create web app prototypes using Python in hours instead of days. Getting Started with Streamlit for Data Science takes a hands-on approach to helping you learn the tips and tricks that will have you up and running with Streamlit in no time. You'll start with the fundamentals of Streamlit by creating a basic app and gradually build on the foundation by producing high-quality graphics with data visualization and testing machine learning models. As you advance through the chapters, you’ll walk through practical examples of both personal data projects and work-related data-focused web applications, and get to grips with more challenging topics such as using Streamlit Components, beautifying your apps, and quick deployment of your new apps. By the end of this book, you’ll be able to create dynamic web apps in Streamlit quickly and effortlessly using the power of Python.
Table of Contents (17 chapters)
1
Section 1: Creating Basic Streamlit Applications
7
Section 2: Advanced Streamlit Applications
11
Section 3: Streamlit Use Cases

Chapter 12: Streamlit Power Users

Welcome to the final chapter of this book! In this chapter, we will learn from the best, from Streamlit creators with experience creating dozens of apps and components, Streamlit power users turned Streamlit employees, and even the founder of the Streamlit library who now runs the fledgling company supporting the library's development. We sat down and interviewed four different users and learned about their backgrounds, their experience with Streamlit, and what tips they have for users of all experience levels. From these interviews, we will learn how they use Streamlit on a day-to-day basis at work, for teaching, and also about where Streamlit is going from here.

This chapter is grouped into four interviews:

  • Fanilo Andrianasolo, Streamlit creator and tech lead at Worldline
  • Johannes Rieke, Streamlit creator turned engineer
  • Adrien Treuille, Streamlit founder and CEO
  • Charly Wargnier, Streamlit creator and SEO consultant...