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Python Data Science Essentials

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子标题:Become an efficient data science practitioner by thoroighly understanding the key concepts of Python

Python Data Science Essentials
作者:
Alberto Boschetti, Luca Massaron
ISBN-10:
1785280422
出版年份:
2015
页数:
258
语言:
English
文件大小:
3.19 MB
文件格式:
PDF

图书描述

The book starts by introducing you to setting up your essential data science toolbox. Then it will guide you across all the data munging and preprocessing phases. This will be done in a manner that explains all the core data science activities related to loading data, transforming and fixing it for analysis, as well as exploring and processing it. Finally, it will complete the overview by presenting you with the main machine learning algorithms, the graph analysis technicalities, and all the visualization instruments that can make your life easier in presenting your results.

In this walkthrough, structured as a data science project, you will always be accompanied by clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.

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