Description: Further DetailsTitle: Beginner's Guide to Streamlit with PythonCondition: NewSubtitle: Build Web-Based Data and Machine Learning ApplicationsEAN: 9781484289822ISBN: 9781484289822Edition: 1st ed.Publisher: APressFormat: PaperbackRelease Date: 12/17/2022Description: 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 LearnHow to start developing web applications using StreamlitWhat are Streamlit's components Media elements in StreamlitHow to visualize data using various interactive and dynamic Python librariesHow to implement models in Streamlit web applicationsWho 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.Language: EnglishCountry/Region of Manufacture: USItem Height: 235mmItem Length: 155mmAuthor: Sujay RaghavendraGenre: Computing & InternetRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Beginner's Guide to Streamlit with Python
Title: Beginner's Guide to Streamlit with Python
Subtitle: Build Web-Based Data and Machine Learning Applications
EAN: 9781484289822
ISBN: 9781484289822
Edition: 1st ed.
Release Date: 12/17/2022
Release Year: 2022
Country/Region of Manufacture: US
Item Height: 235mm
Genre: Computing & Internet
Number of Pages: Xxi, 203 Pages
Publication Name: Beginner's Guide to Streamlit with Python : Build Web-Based Data and Machine Learning Applications
Language: English
Publisher: Apress L. P.
Publication Year: 2022
Subject: Engineering (General), Intelligence (Ai) & Semantics, Probability & Statistics / General, Programming Languages / Python
Item Weight: 12.5 Oz
Type: Textbook
Item Length: 9.3 in
Author: Sujay Raghavendra
Subject Area: Mathematics, Computers, Technology & Engineering
Item Width: 6.1 in
Format: Trade Paperback
