Book
Big Data Analytics A Guide to Data Science Practitioners Making the Transition to Big Data
ISBN : 9781032458144
Author : Ulrich Matter
Publisher : CRC
Year : 2023
Language : English
Type : Book
Description : Successfully navigating the data-driven economy presupposes a certain understanding of the technologies and methods to gain insights from Big Data. This book aims to help data science practitioners to successfully manage the transition to Big Data. Building on familiar content from applied econometrics and business analytics, this book introduces the reader to the basic concepts of Big Data Analytics. The focus of the book is on how to productively apply econometric and machine learning techniques with large, complex data sets, as well as on all the steps involved before analysing the data (data storage, data import, data preparation). The book combines conceptual and theoretical material with the practical application of the concepts using R and SQL. The reader will thus acquire the skills to analyse large data sets, both locally and in the cloud. Various code examples and tutorials, focused on empirical economic and business research, illustrate practical techniques to handle and analyse Big Data.
RECOMMENDED BOOKS
Medicinal Agroecology Reviews, Case Studies and Research Methodologies
Immo Fiebrig
Emerging Technologies for the Food Industry : Volume 3 ICT Applications and Future Trends in Food Processing
C. Anandharamakrishnan
Proteomics Mass Spectrometry Methods
Paula Meleady
Sustainable Cities in a Changing Climate: Enhancing Urban Resilience
Sami G. Al-Ghamdi
The Courts and the President
Wise
International Human Resource Management
B. Sebastian Reiche
Biofertilizers for Sustainable Soil Management
Shah Fahad
Netter's Atlas of Human Embryology
Larry R. Cochard