{"product_id":"9781484289822","title":"Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications","description":"\u003ch1\u003eBeginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications\u003c\/h1\u003e \u003ch2\u003eRaghavendra, Sujay\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\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\n\n\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\n\n\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\n\n\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cul\u003e  \u003cli\u003eHow      to start developing web applications using Streamlit\u003c\/li\u003e  \u003cli\u003eWhat      are Streamlit's components \u003c\/li\u003e  \u003cli\u003eMedia      elements in Streamlit\u003c\/li\u003e  \u003cli\u003eHow      to visualize data using various interactive and dynamic Python      libraries\u003c\/li\u003e\n\u003cli\u003eHow to implement models in Streamlit web applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cdiv\u003e\n\u003cdiv\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/div\u003e\n\u003cdiv\u003eProfessionals 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.\u003c\/div\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-12-17\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484289822\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-8983-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 203\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44365148356748,"sku":"9781484289822","price":40.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484289822.jpg?v=1776085969","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484289822","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}