Python Data Science Handbook
By:Jake VanderPlas
Published on 2016-11-21 by |O'Reilly Media, Inc.|
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
This Book was ranked at 8 by Google Books for keyword my fourth sum book.
Book ID of Python Data Science Handbook's Books is 6omNDQAAQBAJ, Book which was written byJake VanderPlashave ETAG "Mv1L24aTPN8"
Book which was published by |O'Reilly Media, Inc.| since 2016-11-21 have ISBNs, ISBN 13 Code is 9781491912133 and ISBN 10 Code is 1491912138
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