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Data Visualization with Python [Student Edition]
Data Visualization with Python [Student Edition]

Data Visualization with Python [Student Edition]: Create an impact with meaningful data insights using interactive and engaging visuals

Course Feb 2019 322 pages 1st Edition
Course Feb 2019 322 pages 1st Edition

Key benefits

  • Study key visualization tools and techniques with real-world data
  • Explore industry-standard plotting libraries, including Matplotlib and Seaborn
  • Breathe life into your visuals with exciting widgets and animations using Bokeh

Description

Data Visualization with Python reviews the spectrum of data visualization and its importance. Designed for beginners, it’ll help you learn about statistics by computing mean, median, and variance for certain numbers. In the first few chapters, you’ll be able to take a quick tour of key NumPy and Pandas techniques, which include indexing, slicing, iterating, filtering, and grouping. The book keeps pace with your learning needs, introducing you to various visualization libraries. As you work through chapters on Matplotlib and Seaborn, you’ll discover how to create visualizations in an easier way. After a lesson on these concepts, you can then brush up on advanced visualization techniques like geoplots and interactive plots. You'll learn how to make sense of geospatial data, create interactive visualizations that can be integrated into any webpage, and take any dataset to build beautiful visualizations. What’s more? You'll study how to plot geospatial data on a map using Choropleth plot and understand the basics of Bokeh, extending plots by adding widgets and animating the display of information. By the end of this book, you’ll be able to put your learning into practice with engaging activities.

Who is this book for?

Data Visualization with Python is designed for developers and scientists, who want to get into data science or want to use data visualizations to enrich their personal and professional projects. You do not need any prior experience in data analytics and visualization, however, it'll help you to have some knowledge of Python and familiarity with high school level mathematics. Even though this is a beginner level course on data visualization, experienced developers will be able to improve their Python skills by working with real-world data.

What you will learn

  • Understand and use various plot types with Python
  • Explore and work with different plotting libraries
  • Learn to create effective visualizations
  • Improve your Python data wrangling skills
  • Hone your skill set by using tools like Matplotlib, Seaborn, and Bokeh
  • Reinforce your knowledge of various data formats and representations

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Feb 28, 2019
Length: 322 pages
Edition : 1st
Language : English
ISBN-13 : 9781789618327
Category :
Languages :
Tools :

Product Details

Publication date : Feb 28, 2019
Length: 322 pages
Edition : 1st
Language : English
ISBN-13 : 9781789618327
Category :
Languages :
Tools :

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