Agile Data Science 2.0 by Russell Jurney ePub Download

May 1, 2019 Software Development

Download Agile Data Science 2.0 by Russell Jurney PDF eBook free. The “Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark 1st Edition” attempts to introduce a new methodology for analytics product development.

Description of Agile Data Science 2.0 by Russell Jurney PDF

The “Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark 1st Edition” is all about Agile development. Russell Jurney is the author of this book. The book is focused more on technical matters than the author’s opinion, it does a pretty decent job of covering important data science concepts. It aims to help engineers, analysts, and data scientists work with big data in an agile way using Hadoop. It introduces an agile methodology well-suited for big data. After the obligatory introductory chapters, the book introduces a suite of tools used for the remaining chapters.

These include Jupyter Notebooks, Python 3, Spark, sci-kit learn, and lightweight web applications. The data it introduces is the OpenFlights Database that is freely available from the Bureau of Transportation Statistics followed by weather datasets available from NOAA. The first goal is to use the tools and data to predict flight delays. With this setup, the book continues with detailed studies of collecting and displaying records, visualizing data, exploration of data, making predictions, deploying predictive systems, and improvements. Overall, this book is pretty good for understanding and working within Agile.

Detail About Agile Data Science 2.0 by Russell Jurney PDF

Name: Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark 1st Edition
Author: Russell Jurney
ISBN: 1491960116
Language: English
Genre: Software Development
Format: PDF/ePub
Size: 7 MB
Page: 352
Price: Free