{"product_id":"beginners-guide-to-streamlit-with-python-build-web-based-data-and-machine-learning-applications-9781484289822","title":"Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications","description":"\u003cp\u003e • Author(s): Sujay Raghavendra\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis 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.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eBeginner's Guide to Streamlit with Python\u003c\/i\u003e 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.\u003c\/p\u003e\u003cp\u003eAfter 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.\u003c\/p\u003e\u003cp\u003eYou will: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eStart developing web applications using Streamlit\u003c\/li\u003e\n\u003cli\u003eUnderstand Streamlit's components \u003c\/li\u003e\n\u003cli\u003eUtilize media elements in Streamlit\u003c\/li\u003e\n\u003cli\u003eVisualize data using various interactive and dynamic Python libraries\u003c\/li\u003e\n\u003cli\u003eImplement models in Streamlit web applications\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45126269763735,"sku":"9781484289822","price":2212.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484289822.webp?v=1767902788","url":"https:\/\/atlanticbooks.com\/products\/beginners-guide-to-streamlit-with-python-build-web-based-data-and-machine-learning-applications-9781484289822","provider":"Atlantic Books","version":"1.0","type":"link"}