Python Data Science Handbook:

Python Data Science Handbook: Essential Tools for Working with Data Jake VanderPlas Primary Author mixed material bibliography united state of Amierca O\'Reilly Media January 17, 2023 en English 588 pg Python is a first-class tool for many researchers, primarily 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 new edition of 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 the second edition of 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: IPython and Jupyter provide computational environments for scientists using Python NumPy includes the ndarray for efficient storage and manipulation of dense data arrays Pandas contains the DataFrame for efficient storage and manipulation of labeled/columnar data Matplotlib includes capabilities for a flexible range of data visualizations Scikit-learn helps you build efficient and clean Python implementations of the most important and established machine learning algorithms VanderPlas, Jake Computer Science Software Engineering 1. Computer Science 2. Software Engineering 3. Dat Data Science Information Technology 006.32 9781098121228 NUML LIBRARY RAWALPINDI (National University of Modern Languages) NUML library is the state of art which equipped “RESEARCH FACILITATION CENTRE” with latest computers for readers to access the digital library of more than 23000 research journals and 130000 online books and E-Library of NUML-Rawalpindi. 006.32 VAN 14198 006.32 VAN 81Eo0DdsXSL._SL1500_.jpg.jpg 21447 2025-08-28 11:58:20 2026-02-03 17:02:21 machine generated