cover of the book Mastering Python data analysis become an expert at using Python for advanced statistical analysis of data using real-world examples

Ebook: Mastering Python data analysis become an expert at using Python for advanced statistical analysis of data using real-world examples

Author: Martins Luiz Felipe, Persson Magnus Vilhelm

Tags: Python (Computer program language), Statistics, Livres électroniques
Series: Community experience distilled
Year: 2016
Publisher: Packt Publishing
City: Birmingham;UK
Language: English
epub

06.02.2024

Become an expert at using Python for advanced statistical analysis of data using real-world examples

About This Book

Clean, format, and explore data using graphical and numerical summaries

Leverage the IPython environment to efficiently analyze data with Python

Packed with easy-to-follow examples to develop advanced computational skills for the analysis of complex data

Who This Book Is For

If you are a competent Python developer who wants to take your data analysis skills to the next level by solving complex problems, then this advanced guide is for you. Familiarity with the basics of applying Python libraries to data sets is assumed.

What You Will Learn

Read, sort, and map various data into Python and Pandas

Recognise patterns so you can understand and explore data

Use statistical models to discover patterns in data

Review classical statistical inference using Python, Pandas, and SciPy

Detect similarities and...

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