Get Learning IPython for Interactive Computing and Data PDF

By Cyrille Rossant

ISBN-10: 1783986980

ISBN-13: 9781783986989

Get began with Python for facts research and numerical computing within the Jupyter notebook

About This Book

  • Learn the fundamentals of Python within the Jupyter Notebook
  • Analyze and visualize information with pandas, NumPy, matplotlib, and seaborn
  • Perform highly-efficient numerical computations with Numba, Cython, and ipyparallel

Who This booklet Is For

This publication objectives scholars, academics, researchers, engineers, analysts, newshounds, hobbyists, and all facts fanatics who're attracted to reading and visualizing real-world datasets. when you are new to programming and knowledge research, this e-book is strictly for you. in case you are already conversant in one other language or research software program, additionally, you will delight in this creation to the Python information research platform. eventually, there are extra technical themes for complex readers. No previous adventure is needed; this e-book comprises every little thing you want to know.

What you'll Learn

  • Install Anaconda and code in Python within the Jupyter Notebook
  • Load and discover datasets interactively
  • Perform advanced info manipulations successfully with pandas
  • Create attractive info visualizations with matplotlib and seaborn
  • Simulate mathematical types with NumPy
  • Visualize and approach pictures interactively within the Jupyter workstation with scikit-image
  • Accelerate your code with Numba, Cython, and IPython.parallel
  • Extend the computing device interface with HTML, JavaScript, and D3

In Detail

Python is a basic and strong programming language. IPython bargains a handy interface to the language and its research libraries, whereas the Jupyter laptop is a wealthy surroundings well-adapted to information technology and visualization. jointly, those open resource instruments are regularly occurring via newbies and specialists world wide, and in an incredible number of fields and endeavors.

This e-book is a beginner-friendly consultant to the Python facts research platform. After an advent to the Python language, IPython, and the Jupyter laptop, you are going to methods to research and visualize information on real-world examples, how you can create graphical consumer interfaces for snapshot processing within the computer, and the way to accomplish quickly numerical computations for medical simulations with NumPy, Numba, Cython, and ipyparallel. by means of the tip of this publication, it is possible for you to to accomplish in-depth analyses of every type of data.

Style and approach

This is a hands-on beginner-friendly advisor to investigate and visualize info on real-world examples with Python and the Jupyter Notebook.

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Learning IPython for Interactive Computing and Data Visualization - Second Edition by Cyrille Rossant

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