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Data Wrangling Using Pandas, SQL, and Java

Frontmatter

Contents

Preface

Chapter 1: Introduction to Python

Chapter 2: Working with Data

Chapter 3: Introduction to Pandas

Chapter 4: RDBMS and SQL

Chapter 5: Java, JSON, and XML

Chapter 6: Data Cleaning Tasks

Chapter 7: Data Wrangling

Appendix A: Working with awk

Index

This book is intended primarily for those who plan to become data scientists as well as anyone who needs to perform data cleaning tasks. It contains a variety of features of NumPy and Pandas and how to create databases and tables in MySQL. Chapter 7 covers many data wrangling tasks using Python scripts and awk-based shell scripts. Companion files with code are available for downloading from the publisher. Features:Provides the reader with basic Python 3, Java, and Pandas programming concepts, and an introduction to awkIncludes a chapter on RDBMs and SQLCompanion files with code

This book is intended primarily for those who plan to become data scientists as well as anyone who needs to perform data cleaning tasks. It contains a variety...

Format

Data Wrangling Using Pandas, SQL, and Java

Oswald Campesato

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