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)
Section 1: Creating Basic Streamlit Applications
Section 2: Advanced Streamlit Applications
Section 3: Streamlit Use Cases

Interview #4 – Charly Wargnier

(Tyler) Hey, Charly! Thanks so much for coming and talking to us. To start off, can you introduce yourself to the readers?

(Charly) Hey there! I'm French and have been living in the UK for about 13 years now. And I've been doing mainly digital marketing, business intelligence, and SEO (Search Engine Optimization) consulting here in the UK. In the last few years, I have pivoted toward data engineering and data science. Also, I've worked both in-house and on the agency side, and for large companies in retail fashion and at a large range of small businesses as well. But since 2014, it has mainly been enterprises, and the time between 2008 and 2014 was with small businesses.

(Tyler) Let's back up for a half-second; what is it like working in SEO? What does that actually look like?

(Charly) My core skill set is mainly technical SEO. SEO is a vast territory, as you may imagine, and my core skill is with anything regarding...