Dealing with Data Pocket Primer

ISBN-13: 9781683928201 / Angielski / Miękka / 2022 / 250 str.

O. Campesato

Opis

As part of the best-selling Pocket Primer series, this book is designed to introduce the reader to the basic concepts of managing data using a variety of computer languages and applications. It is intended to be a fast-paced introduction to some basic features of data management and covers statistical concepts, data-related techniques, features of Pandas, RDBMS, SQL, NLP topics, Matplotlib,and data visualization. Companion files with source code and color figures are available.

Features

• Covers Pandas, RDBMS, NLP, data cleaning, SQL, and data visualization
• Introduces probability and statistical concepts
• Features numerous code samples throughout
• Includes companion files with source code and figures

Spis treści

1: Introduction to Probability and Statistics
2: Working with Data
3: Introduction to Pandas
4: Introduction to RDBMS and SQL
5: Working with SQL and MySQL
6: NLP and Data Cleaning
7: Data Visualization
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).