Minimalist Data Wrangling with Python (Version 1.0.3.9107)
Minimalist Data Wrangling with Python
English | 2024 | ISBN: 0645571911 | 436 Pages | PDF | 4 MB
English | 2024 | ISBN: 0645571911 | 436 Pages | PDF | 4 MB
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.