Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python 1st Edition Padraig Houlahan

Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9798868802218,9798868802201,886880221X,8868802201

Product details:

• ISBN-10: 886880221X
• ISBN-13: 9798868802218
• Author: Padraig Houlahan

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.

Table contents:

1. Working with Python
2. Reactive Programming with PLOTLY and DASH
3. Working with Online Data
4. Planning the Dashboard Prototype
5. Our First Dashboard
6. Dashboard Enhancements
7. Hosting an Application on a UNIX Server
8. Deploying Your Project As a UNIX Service
9. The BTS T100 Dataset: Interacting Controls and Tables
10. Creating a Web Portal
11. Using Our Dashboard for Data Visualization and Analysis
12. Afterword

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