Python Data Science Handbook : : Essential Tools for Working With Data
Book - 2016 Adult Book / Nonfiction / Computers / Programming / Python None on shelf No requests on this item
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Adult Book / Nonfiction / Computers / Programming / Python | 4-week checkout | Due 04-23-2024 |
IPython: beyond normal Python -- Introduction to NumPy -- Data manipulation with Pandas -- Visualization with Matplotlib -- Machine learning.
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.-- Provided by Publisher.
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PUBLISHED
Sebastopol, CA : O'Reilly Media, Inc., [2016]
Year Published: 2016
Description: 529 pages : illustrations, maps ; 24 cm
Language: English
Format: Book
ISBN/STANDARD NUMBER
9781491912058
1491912057
SUBJECTS
Python (Computer program language)
Data mining.