Data Wrangling Using Pandas, Sql, and Java

ISBN-13: 9781683929048 / Angielski / Miękka / 2022

Oswald Campesato

Opis

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 awk. Includes a chapter on RDBMs and SQL. Companion files with code.

Spis treści

1: Introduction to Python
2: Working with Data
3: Introduction to Pandas
4: RDBMs and SQL
5: Java, JSON, and XML
6: Data Cleaning Tasks
7: Data Wrangling
Appendix: Working with awk
Index

O autorze

Campesato Oswald :

Oswald Campesato (San Francisco, CA) is an adjunct instructor at UC-Santa Clara and specializes in Deep Learning, Java, Android, TensorFlow, and NLP. He is the author/co-author of over twenty-five books including TensorFlow 2 Pocket Primer, Python 3 for Machine Learning, and the NLP Using R Pocket Primer (all Mercury Learning and Information).