The Data Visualization Workshop, 2nd Edition Front Cover

The Data Visualization Workshop, 2nd Edition

  • Length: 480 pages
  • Edition: 1
  • Publisher:
  • Publication Date: 2020-02-28
  • ISBN-10: 1838981489
  • ISBN-13: 9781838981488
Description

Cut through the noise and get real results with a step-by-step approach to learning data visualization with Python

Key Features

  • Ideal for Python beginners getting started with data visualization for the first time
  • A step-by-step data visualization tutorial with exercises and activities that help build key skills
  • Structured to let you progress at your own pace, on your own terms
  • Use your physical print copy to redeem free access to the online interactive edition

Book Description

You already know you want to learn data visualization with Python, and a smarter way to learn is to learn by doing. The Data Visualization Workshop focuses on building up your practical skills so that you can develop clear, expressive real-world charts and diagrams. You’ll learn from real examples that lead to real results.

Throughout The Data Visualization Workshop, you’ll take an engaging step-by-step approach to understand data visualization with Python. You won’t have to sit through any unnecessary theory. If you’re short on time you can jump into a single exercise each day or spend an entire weekend learning how companies like Uber are using advanced visualization techniques to represent their data visually. It’s your choice. Learning on your terms, you’ll build up and reinforce key skills in a way that feels rewarding.

Every physical print copy of The Data Visualization Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you’ll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You’ll even earn a secure credential that you can share and verify online upon completion. It’s a premium learning experience that’s included with your printed copy. To redeem, follow the instructions located at the start of your book.

Fast-paced and direct, The Data Visualization Workshop is the ideal companion for Python beginners who want to get up and running with data visualization. You’ll visualize your work like a skilled data scientist, learning along the way. This process means that you’ll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead.

What you will learn

  • Get to grips with fundamental concepts and conventions of data visualization
  • Learn how to use libraries like NumPy and Pandas to index, slice, and iterate data frames
  • Implement different plotting techniques to produce compelling data visualizations
  • Learn how you can skyrocket your Python data wrangling skills
  • Draw statistical graphics using the Seaborn and Matplotlib libraries
  • Create interactive visualizations and integrate them into any web page

Who this book is for

Our goal at Packt is to help you be successful, in whatever it is that you choose to do. The Data Visualization Workshop is an ideal tutorial for those who want to perform data visualization with Python and are just getting started. Pick up a Workshop today and let Packt help you develop skills that stick with you for life.

Table of Contents

  1. The Importance of Data Visualization and Data Exploration
  2. All You Need to Know about Plots
  3. A Deep Dive into Matplotlib
  4. Simplifying Visualizations Using Seaborn
  5. Plotting Geospatial Data
  6. Making Things Interactive with Bokeh
  7. Combining What We Have Learned
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