Big Data Infrastructure Technologies for Data Analytics

Big Data Infrastructure Technologies for Data Analytics

Scaling Data Science Applications for Continuous Growth

Chertov, Oleg; Cuadrado-Gallego, Juan J.; Demchenko, Yuri; Aleksandrova, Marharyta

Springer International Publishing AG

11/2024

550

Dura

9783031693656

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Chapter 1 Introduction. - Chapter 2 Big Data Technologies Foundation: Definition, Reference Architecture, use cases. - Chapter 3 Cloud Computing Foundation: Definition, Reference Architecture, Foundational Technologies, Use cases. - Chapter 4 Cloud and Big Data Service Providers and Platforms. - Chapter 5 Big Data Algorithms, MapReduce

and Hadoop ecosystem.- Chapter 6 Streaming Analytics and Spark.- Chapter 7 Data Structures for Big Data, Modern Big Data SQL and NoSQL Databases.-Chapter 8 Enterprise Data Governance and Management.- Chapter 9 Research Data Management.- Chapter 10 Big Data Security and Compliance, Data Privacy Protection.- Chapter 11 Finding Data on the Web, Data sets, Web Scraping, Web API.- Chapter 12 Data Science Projects Management,DataOps, MLOPs.- Chapter13 Data Science Projects Development with Amazon SageMaker.- Chapter 14 Data Validation for Data Science Projects.
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Big Data;Big Data Analytics;Data Science;Large scale data driven applications;Big Data Reference Architecture;Data Science Analytics;Cloud Computing;EDISON Data Science Framework (EDSF);Cloud Computing;Data Lakes;Big Data Algorithms;MapReduce;Hadoop ecosystem;Hadoop File System (HDFS;Streaming Analytics