The Book of Dash (No Starch Press)
Monday, 14 November 2022

Subtitled "Build Dashboards with Python and Plotly", this book offers a swift and practical introduction to building interactive data visualization apps.  Adam Schroeder, Christian Mayer and Ann Marie Ward show how to use the Python Dash library to create analytic dashboards that present data in effective, usable, elegant ways in just a few lines of code.

The book covers the basic format of a Dash app in a Twitter analysis dashboard that tracks numbers of likes over time. Readers then build up skills through three more sophisticated projects. The first compares world data in three areas: volume of internet usage, percentage of parliament seats held by women, and CO2 emissions; the second is a financial portfolio dashboard that models your investments; and the third visualizes machine learning algorithms.

Authors: Adam Schroeder, Christian Mayer and Ann Marie Ward
Publisher: No Starch Press
Date: October 2022
Pages: 224
ISBN: 978-1718502222
Print: 1718502222
Kindle: B09JB546TQ
Audience: Python developers
Level: Introductory/Intermediate
Category: Python

dash

 

  • Create and run your first Dash apps
  • Use the pandas library to manipulate and analyze social media and API data
  • Create a variety of stunning and effective charts using Plotly
  • Learn to use bar charts, chloropleth maps, contour plots, and more
  • Examine and build on existing apps written by the pros

 

For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.

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Beautiful C++

Author: J. Guy Davidson and Kate Gregory
Publisher: Addison-Wesley Professional
Date: December 2021
Pages: 352
ISBN: 978-0137647842
Print: 0137647840
Kindle: B09HTH1X38
Audience: C++ developers
Rating: 5
Reviewer: Mike James
Can C++ be beautiful?



Deep Learning (No Starch Press)

Author: Andrew Glassner
Publisher: No Starch Press
Date: July 2021
Pages: 750
ISBN: 978-1718500723
Print: 1718500726
Kindle: ‎ B085BVWXNS
Audience: Developers interested in deep learning
Rating: Mike James
Reviewer: 5
A book on deep learning wtihout an equation in sight?


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