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Home > Hands-On Exploratory Data Analysis with Python: Perform EDA techniques to understand, summarize, and investigate your data

Hands-On Exploratory Data Analysis with Python: Perform EDA techniques to understand, summarize, and investigate your data


Book Informaton

Hands-On Exploratory Data Analysis with Python: Perform EDA techniques to understand, summarize, and investigate your data

Author

Suresh Kumar Mukhiya, Usman Ahmed

Year of Publication

2020

Publisher

Packt Publishing

Pages

352

Language

en

ISBN

9781789537253

ARI Id

1673069771285


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Showing 1 to 20 of 216 entries
Chapters/HeadingsAuthor(s)PagesInfo
About Packt
Section 1: The Fundamentals of EDA
Chapter 01: Exploratory Data Analysis Fundamentals
Understanding data science
The significance of EDA
Steps in EDA
Making sense of data
Numerical data
Discrete data
Continuous data
Categorical data
Measurement scales
Nominal
Ordinal 
Interval
Ratio
Comparing EDA with classical and Bayesian analysis
Software tools available for EDA
Getting started with EDA
NumPy
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 216 entries