Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications
Language: English
Published by Apress (edition First Edition), 2022
- First Edition
- Softcover
- New
Seller: BooksRun, Philadelphia, PA, U.S.A.BooksRun
AbeBooks seller since February 2, 2016
Condition: New
US$ 38.91
Quantity: 1 available
Add to basketItem description from seller
The item is brand new, never used or read. It's in perfect condition and may include supplements and/or access codes or come shrink-wrapped.
Seller Inventory # 148428982X-10-1
- Title
- Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications
- Author
- Raghavendra, Sujay
- Publisher
- Apress (edition First Edition)
- Publication year
- 2022
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 148428982X
- ISBN 13
- 9781484289822
- Edition
- First Edition.
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
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
BooksRun
Philadelphia, PA, U.S.A.
AbeBooks seller since February 2, 2016
Shipping rates within U.S.A.
| Item | 3 to 8 business days | 3 to 6 business days |
|---|---|---|
| First item | US$ 0.00 | US$ 3.99 |
Payment methods
Store description
BooksRun helps save money on books. Founded in 2014, we are an independent online bookseller with thousands of happy customers and top ratings. With millions of titles in stock, from fiction to textbooks, we have the best book selection and prices 90% below the list price. We ship all orders the same day or the next business day. Expedited shipping arrives in 2 - 5 business days. Returns are accepted within 30 days of delivery. We are committed to providing each customer with the highest standard of customer service. Please carefully check the book’s description and condition before ordering. If you have any questions or issues, please contact us first. Thank you for choosing BooksRun!…
Specialty
Сollege textbooks and trade booksSeller's business information
AZ Texts LLC
228 Park Ave S Suite 38827
New York, NY U.S.A. 10003
Terms of sale
30 days hassle-free returns guaranteed!