* Section - ONE: Introduction to Big Data; ** Chapter - 01: Introduction to Big Data; ** Chapter - 02: The Big Data framework; ** Chapter - 03: Big Data strategy; ** Chapter - 04: Big Data architecture; ** Chapter - 05: Big Data algorithms; ** Chapter - 06: Big Data processes; ** Chapter - 07: Big Data functions; ** Chapter - 08: Artificial intelligence; * Section - TWO: Enterprise Big Data analysis; ** Chapter - 09: Introduction to Big Data analysis; ** Chapter - 10: Defining the business objective; ** Chapter - 11: Data ingestion - importing and reading data sets; ** Chapter - 12: Data preparation - cleaning and wrangling data; ** Chapter - 13: Data analysis - model building; ** Chapter - 14: Data presentation; * Section - THREE: Enterprise Big Data engineering; ** Chapter - 15: Introduction to Big Data engineering; ** Chapter - 16: Data modelling; ** Chapter - 17: Constructing the data lake; ** Chapter - 18: Building an enterprise Big Data warehouse; ** Chapter - 19: Design and structure of Big Data pipelines; ** Chapter - 20: Managing data pipelines; ** Chapter - 21: Cluster technology; * Section - FOUR: enterprise Big Data algorithm design; ** Chapter - 22: Introduction to Big Data algorithm design; ** Chapter - 23: Algorithm design - fundamental concepts; ** Chapter - 24: Statistical machine learning algorithms; ** Chapter - 25: The data science roadmap; ** Chapter - 26: Programming languages 26 visualization and simple metrics; ** Chapter - 27: Advanced machine learning algorithms; ** Chapter - 28: Advanced machine learning classification algorithms; ** Chapter - 29: Technical communication and documentation; * Section - FIVE: Enterprise Big Data architecture; ** Chapter - 30: Introduction to the Big Data architecture; ** Chapter - 31: Strength and resilience - the Big Data platform; ** Chapter - 32: Design principles for Big Data architecture; ** Chapter - 33: Big Data infrastructure; ** Chapter - 34: Big Data platforms; ** Chapter - 35: The Big Data application provider; ** Chapter - 36: System orchestration in Big Data.
The Enterprise Big Data Framework : Building Critical Capabilities to Win in the Data Economy