Big Data Infrastructure Technologies for Data Analytics

ISBN : 9783031693656

Author : Yuri Demchenko

Publisher : Springer

Year : 2024

Language : English

Type : Book

Description : Introduction Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 1-43 Big Data Technologies Foundation: Definition, Reference Architecture, Use Cases Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 45-80 Cloud Computing Foundation: Definition, Reference Architecture, Foundational Technologies, Use Cases Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 81-113 Cloud and Big Data Service Providers and Platforms Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 115-144 Big Data Algorithms, MapReduce and Hadoop ecosystem Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 145-198 Streaming Analytics and Spark Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 199-236 Data Structures for Big Data, Modern Big Data SQL and NoSQL Databases Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 237-275 Enterprise Data Governance and Management Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 277-306 Research Data Management Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 307-347 Big Data Security and Compliance, Data Privacy Protection Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 349-415 Finding Data on the Web, Data Sets, Web Scraping, Web API Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 417-446 Data Science Projects Management, DataOps, MLOPs Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 447-497 Data Science Projects Development with Amazon SageMaker Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 499-513 Data Validation for Data Science Projects Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova Pages 515-536 Back Matter Pages 537-544 Download chapter PDF

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