ENGLISH

Minimalist Data Wrangling with Python

By Marek Gagolewski

Book information

Publisher
Marek Gagolewski
Year
2022
ISBN
0645571911, 9780645571912
Language
english
Format
PDF
Filesize
4 MB (4016733 bytes)
Pages
442\436
Time added
2024-02-25 15:40:33

Description

Minimalist Data Wrangling with Python is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning data gathered from different sources, transforming, selecting, and extracting features, performing exploratory data analysis and dimensionality reduction, identifying naturally occurring data clusters, modelling patterns in data, comparing data between groups, and reporting the results. This textbook is a non-profit project. Its online and PDF versions are freely available at https://datawranglingpy.gagolewski.com/. This is version 1.0.3 of the book (last updated 2023-02-06).

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