August 2021
Beginner
282 pages
5h 36m
English
Overview
Getting Started with Streamlit for Data Science is your essential guide to quickly and efficiently building dynamic data science web applications in Python using Streamlit. Whether you're embedding machine learning models, visualizing data, or deploying projects, this book helps you excel in creating and sharing interactive apps with ease.
What this Book will help me do
- Set up a development environment to create your first Streamlit application.
- Implement and visualize dynamic data workflows by integrating various Python libraries into Streamlit.
- Develop and showcase machine learning models within Streamlit for clear and interactive presentations.
- Deploy your projects effortlessly using platforms like Streamlit Sharing, Heroku, and AWS.
- Utilize tools like Streamlit Components and themes to enhance the aesthetics and usability of your apps.
Author(s)
Tyler Richards is a data science expert with extensive experience in leveraging technology to present complex data models in an understandable way. He brings practical solutions to readers, aiming to empower them with the tools they need to succeed in the field of data science. Tyler adopts a hands-on teaching method with illustrative examples to ensure clarity and easy learning.
Who is it for?
This book is designed for anyone involved in data science, from beginners just starting in the field to experienced professionals who want to learn to create interactive web applications using Streamlit. Ideal for those with a working knowledge of Python, this resource will help you streamline your workflows and enhance your project presentations.
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