EAN: 9781484289822

BEGINNERS GUIDE TO STREAMLIT WITH PYTHON - SUJA...

This book will teach you the basics of Streamlit  a Python-based application framework used to
build interactive dashboards and machine learning web apps. Streamlit reduces development time
for web-based application prototypes of data and machine learning models. As you'll see 
Streamlit helps develop data-enhanced analytics  build dynamic user experiences  and showcases
data for data science and machine learning models. Beginner's Guide to Streamlit with Python
begins with the basics of Streamlit by demonstrating how to build a basic application and
advances to visualization techniques and their features. Next  it covers the various aspects of
a typical Streamlit web application  and explains how to manage flow control and status
elements. You'll also explore performance optimization techniques necessary for data modules in
a Streamlit application. Following this  you'll see how to deploy Streamlit applications on
various platforms. The book concludes with a few prototype natural language processing apps
with computer vision implemented using Streamlit. After reading this book  you will understand
the concepts  functionalities  and performance of Streamlit  and be able to develop dynamic
Streamlit web-based data and machine learning applications of your own. What You Will Learn How
to start developing web applications using Streamlit What are Streamlit's components Media
elements in Streamlit How to visualize data using various interactive and dynamic Python
libraries How to implement models in Streamlit web applications Who This Book Is
ForProfessionals working in data science and machine learning domains who want to showcase and
deploy their work in a web application with no prior knowledge of web development.

Aktuelle Preise zur EAN 9781484289822

Produktinformationen zur 9781484289822