Prototyping Python Dashboards for Scientists and Engineers

Name: Prototyping Python Dashboards for Scientists and Engineers
Brand: Springer, Berlin
SKU: 9798868802201
Price: 140.38 PLN
Availability: InStock

Build and Deploy a Complete Dashboard with Python

Autor: Padraig Houlahan

Język:

Oprawa: Miękka

Wydawca: Springer, Berlin

Dostępność: Dostępna u dostawcy

Wysyłamy za 9-15 dni

140.38 zł

Create interactive and data-driven dashboards using Python. This hands-on guide is a practical resou...

Informacje o książce

Autor

Padraig Houlahan

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2024

strony

115

EAN

9798868802201

Enbook ID

44695824

Wydawca

Springer, Berlin

Waga

331

Wymiary

155 x 235

Pełny opis

Create 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.You'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. The 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.By providing detailed examples for download and customization, Prototyping Python Dashboards for Scientists and Engineers will equip you with the skills needed to jumpstart your own development efforts.What You'll LearnDesign a dashboard with PythonConvert and filter Excel formatted files to produce CSV filesCreate browser-served graphics with PLOTLYGenerate polynomial trend lines for forecastingBuild a Unix service to share your dashboardWho This Book Is ForScientists, 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.

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Prototyping Python Dashboards for Scientists and Engineers

Build and Deploy a Complete Dashboard with Python

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Pełny opis

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