Big Data Analytics
This is the website of the 1st edition of “Big Data Analytics”. The book provides an introduction to Big Data Analytics for academics and practitioners. You will learn about the computational constraints underlying Big Data Analytics and how to handle them in the statistical computing environment R (local and in the cloud). The book covers each step of dealing with large data sets in applied data science (storage/import, transformation, visualization, aggregation, analysis).The website is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License and is free to access. To order a physical copy of the book, please visit the publisher’s website or Amazon.
“This book is a superb practical guide for data scientists and graduate students in business and economics interested in data analytics. The combination of a clear introduction to the concepts and techniques of big data analytics with examples of how to code these tools makes this book both accessible and practical. I highly recommend this book to anyone seeking to prepare themselves for the ever-evolving world of data analytics in business and economics research.” - Oded Netzer, Vice Dean for Research, Columbia Business School