Minimalist Data Wrangling with Python
Minimalist Data Wrangling with Python
Автор: Marek Gagolewski
Дата выхода: 2024
Издательство: Самиздат
Количество страниц: 437
Размер файла: 4,7 МБ
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.