Python Data Science Handbook: Essential Tools for Working with Data


For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.

Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.

With this handbook, you’ll learn how to use:

  • IPython and Jupyter: provide computational environments for data scientists using Python
  • NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python
  • Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python
  • Matplotlib: includes capabilities for a flexible range of data visualizations in Python
  • Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

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Python Data Science Handbook


Python Data Science Handbook Read Online Download

Author by : Jake VanderPlas
Languange Used : en
Release Date : 2016-11-21
Publisher by : "O'Reilly Media, Inc."






Python Data Science Handbook


Python Data Science Handbook Read Online Download

Author by : Jake VanderPlas
Languange Used : en
Release Date : 2016-11-21
Publisher by : "O'Reilly Media, Inc."






Python Data Science Handbook


Python Data Science Handbook Read Online Download

Author by : Jake VanderPlas
Languange Used : en
Release Date : 2016
Publisher by :






Python Data Science Handbook Jake Vanderplas 2017


Python Data Science Handbook Jake Vanderplas 2017 Read Online Download

Author by : O'Reilly Media, Inc
Languange Used : en
Release Date : 2017-06-07
Publisher by : Bukupedia






Python For Data Analysis


Python For Data Analysis Read Online Download

Author by : Wes McKinney
Languange Used : en
Release Date : 2017-09-25
Publisher by : "O'Reilly Media, Inc."






Python Data Science Essentials


Python Data Science Essentials Read Online Download

Author by : Alberto Boschetti
Languange Used : en
Release Date : 2015-04-30
Publisher by : Packt Publishing Ltd






The Data Science Handbook


The Data Science Handbook Read Online Download

Author by : Field Cady
Languange Used : en
Release Date : 2017-02-28
Publisher by : John Wiley & Sons






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