{"product_id":"prototyping-python-dashboards-for-scientists-and-engineers-build-and-deploy-a-complete-dashboard-with-python-9798868802201","title":"Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python","description":"\u003cp\u003eCreate interactive and data-driven dashboards using Python. This hands-on guide is a practical resource for those (with modest programming skills) in scientific and engineering fields looking to leverage Python's power for data visualization and analysis in a user-friendly dashboard format.\u003c\/p\u003e \u003cp\u003eYou'll begin by gaining a fundamental understanding of Python programming, including data types, lists, dictionaries, and data structures. The book then delves into the world of reactive programming with Plotly and Dash, offering a hands-on approach to building interactive web-based dashboards. Next, you'll see how to work with online data, how to scrape and clean datasets, and keep files up-to-date. \u003c\/p\u003e \u003cp\u003eThe book also guides you through planning a dashboard prototype, outlining project tasks, trends, forecasts, spectra, and other design considerations. It concludes with a discussion of how the dashboard can be used for data visualization of real data, explaining the usefulness of tools such as spectra.\u003c\/p\u003e By providing detailed examples for download and customization, \u003ci\u003ePrototyping Python Dashboards for Scientists and Engineers\u003c\/i\u003e will equip you with the skills needed to jumpstart your own development efforts. \u003cp\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDesign a dashboard with Python\u003c\/li\u003e\n\u003cli\u003eConvert and filter Excel formatted files to produce CSV files\u003c\/li\u003e\n\u003cli\u003eCreate browser-served graphics with PLOTLY\u003c\/li\u003e\n\u003cli\u003eGenerate polynomial trend lines for forecasting\u003c\/li\u003e\n\u003cli\u003eBuild a Unix service to share your dashboard\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e Scientists, engineers, students, programmers, and data enthusiasts who aspire to harness Python's potential for data visualization and analysis through the creation of interactive dashboards. Many will be pragmatic programmers with modest skills and limited resources who mainly want to see a working solution they could emulate.\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/01\/2024\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798868802201\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 201\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.73lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.49d","brand":"Padraig Houlahan","offers":[{"title":"Default Title","offer_id":43799748051125,"sku":"9798868802201","price":38.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_1f1e5ac7-f036-4ae9-9dfe-0339604f6709.jpg?v=1711477770","url":"https:\/\/pastforward.org\/products\/prototyping-python-dashboards-for-scientists-and-engineers-build-and-deploy-a-complete-dashboard-with-python-9798868802201","provider":"Past Forward","version":"1.0","type":"link"}