Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python

Authors
- Luca Massaron
- Alberto Boschetti
Publisher
- Packt Publishing

Editions: 2
Language: English
Format
Category: Non-Fiction

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.

Release date

Ebook: 30 April 2015

Other editions

Python Data Science Essentials: A practitioner's guide covering essential data science principles, tools, and techniques, 3rd Edition Luca Massaron, Alberto Boschetti

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Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python

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