Learning IPython for Interactive Computing and Data Visualization

IPython provides a rich architecture for interactive computing, and as a Python developer you can take advantage of this practical hands-on guide to make yourself an expert. Covers numerical computing, data analysis, and more.

Learning IPython for Interactive Computing and Data Visualization

Cyrille Rossant

6 customer reviews
IPython provides a rich architecture for interactive computing, and as a Python developer you can take advantage of this practical hands-on guide to make yourself an expert. Covers numerical computing, data analysis, and more.
eBook
$3.60
RRP $17.99
Save 79%
Print + eBook
$29.99
RRP $29.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$3.60
$29.99
RRP $17.99
RRP $29.99
eBook
Print + eBook

Frequently bought together


Learning IPython for Interactive Computing and Data Visualization Book Cover
Learning IPython for Interactive Computing and Data Visualization
$ 17.99
$ 3.60
IPython Interactive Computing and Visualization Cookbook Book Cover
IPython Interactive Computing and Visualization Cookbook
$ 29.99
$ 10.00
Buy 2 for $13.60
Save $34.38
Add to Cart

Book Details

ISBN 139781782169932
Paperback138 pages

Book Description

You already use Python as a scripting language, but did you know it is also increasingly used for scientific computing and data analysis? Interactive programming is essential in such exploratory tasks and IPython is the perfect tool for that. Once you’ve learnt it, you won’t be able to live without it.

"Learning IPython for Interactive Computing and Data Visualization" is a practical, hands-on, example-driven tutorial to considerably improve your productivity during interactive Python sessions, and shows you how to effectively use IPython for interactive computing and data analysis.

This book covers all aspects of IPython, from the highly powerful interactive Python console to the numerical and visualization features that are commonly associated with IPython.

You will learn how IPython lets you perform efficient vectorized computations, through examples covering numerical simulations with NumPy, data analysis with Pandas, and visualization with Matplotlib. You will also discover how IPython can be conveniently used to optimize your code using parallel computing and dynamic compilation in C with Cython.

"Learning IPython for Interactive Computing and Data Visualization" will allow you to optimize your productivity in interactive Python sessions.

What You Will Learn

  • Debug your code from the IPython console
  • Benchmark and profile your code from IPython
  • Perform efficient vectorized computations with NumPy
  • Analyze data tables with Pandas
  • Create visualizations with Matplotlib
  • Parallelize your code easily with IPython
  • Customize IPython and create your own magic commands
  • Accelerate your Python code using dynamic C compilation with Cython

Authors

Book Details

ISBN 139781782169932
Paperback138 pages
Read More
From 6 reviews

Read More Reviews

These popular $10 titles might interest you

IPython Interactive Computing and Visualization Cookbook Book Cover
IPython Interactive Computing and Visualization Cookbook
$ 29.99
$ 10.00
Interactive Applications Using Matplotlib Book Cover
Interactive Applications Using Matplotlib
$ 23.99
$ 10.00
scikit-learn : Machine Learning Simplified Book Cover
scikit-learn : Machine Learning Simplified
$ 79.99
$ 10.00
IPython Notebook Essentials Book Cover
IPython Notebook Essentials
$ 20.99
$ 10.00
IPython Interactive Computing and Visualization Cookbook Book Cover
IPython Interactive Computing and Visualization Cookbook
$ 29.99
$ 10.00
Emotional Intelligence for IT Professionals Book Cover
Emotional Intelligence for IT Professionals
$ 27.99
$ 10.00