Exploratory Data Analysis

Exploratory Data Analysis

Leandro Nunes de Castro

E-kniha

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O titulu

This book is a comprehensive guide to exploratory data analysis (EDA), providing readers with the tools, techniques, and knowledge needed to conduct effective and thorough data exploration. Throughout the seven main chapters, this book details various aspects of EDA, from data description and preprocessing to visualization, storytelling, and dashboard design. We will explore real world datasets, uncovering hidden patterns and gaining insights along the way. This book is filled with illustrations using practical examples, Python codes, and different types of exercises designed to reinforce the concepts and processes discussed. Whether you are a student just starting out in the field of data science, a senior professional looking to improve your skills, or a curious individual interested in the power of data, this book is for you.

Podrobnosti

Nakladatel
CRC Press
Jazyk
EN
Formát
EPUB
Vydáno
ISBN
9781040377949
Ochrana souboru
Vodoznak — otevře se v každé čtečce, bez dalšího účtu