{"product_id":"getting-started-with-streamlit-for-data-science-create-and-deploy-streamlit-web-applications-from-scratch-in-python-paperback","title":"Getting Started with Streamlit for Data Science: Create and deploy Streamlit web applications from scratch in Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eTyler Richards\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCreate, deploy, and test your Python applications, analyses, and models with ease using Streamlit\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to showcase machine learning models in a Streamlit application effectively and efficiently\u003c\/li\u003e\n\u003cli\u003eBecome an expert Streamlit creator by getting hands-on with complex application creation\u003c\/li\u003e\n\u003cli\u003eDiscover how Streamlit enables you to create and deploy apps effortlessly\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eStreamlit shortens the development time for the creation of data-focused web applications, allowing data scientists to create web app prototypes using Python in hours instead of days. Getting Started with Streamlit for Data Science takes a hands-on approach to helping you learn the tips and tricks that will have you up and running with Streamlit in no time.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou'll start with the fundamentals of Streamlit by creating a basic app and gradually build on the foundation by producing high-quality graphics with data visualization and testing machine learning models. As you advance through the chapters, you'll walk through practical examples of both personal data projects and work-related data-focused web applications, and get to grips with more challenging topics such as using Streamlit Components, beautifying your apps, and quick deployment of your new apps.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll be able to create dynamic web apps in Streamlit quickly and effortlessly using the power of Python.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSet up your first development environment and create a basic Streamlit app from scratch\u003c\/li\u003e\n\u003cli\u003eExplore methods for uploading, downloading, and manipulating data in Streamlit apps\u003c\/li\u003e\n\u003cli\u003eCreate dynamic visualizations in Streamlit using built-in and imported Python libraries\u003c\/li\u003e\n\u003cli\u003eDiscover strategies for creating and deploying machine learning models in Streamlit\u003c\/li\u003e\n\u003cli\u003eUse Streamlit sharing for one-click deployment\u003c\/li\u003e\n\u003cli\u003eBeautify Streamlit apps using themes, Streamlit Components, and Streamlit sidebar\u003c\/li\u003e\n\u003cli\u003eImplement best practices for prototyping your data science work with Streamlit\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for data scientists and machine learning enthusiasts who want to create web apps using Streamlit. Whether you're a junior data scientist looking to deploy your first machine learning project in Python to improve your resume or a senior data scientist who wants to use Streamlit to make convincing and dynamic data analyses, this book will help you get there! Prior knowledge of Python programming will assist with understanding the concepts covered. \u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 282\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.59 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e August 20, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42159573172359,"sku":"9781800565500","price":105.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/91b6b42de7cab070a621a97eda65b98a.webp?v=1733267588","url":"https:\/\/booksby.splitshops.com\/products\/getting-started-with-streamlit-for-data-science-create-and-deploy-streamlit-web-applications-from-scratch-in-python-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}