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ENX Trainings → Architecture

Big Data Architecture part 1


Description

The objective of this training is

- To give an overview of the fundamental concepts behind big data products

- To Understand the mechanics behind big data frameworks

- To be able to identify the questions to answer when designing a solution

- To be able to analyse a new frameworks with a dedicated approach & methodology



You will not see how to write sqoop and Spark “hello world” in this Theoretical Part.

Content
  • Data & AI Landscape
  • Introduction and use cases
  • Definitions
  • Big Data Architecture 1 - Introduction and use cases _1_.pptx
  • Distributed Architecture
  • Scalability issues
  • Shared Memory
  • Share Nothing
  • Partitioning
  • Separation Compute & Storage
  • Implicit VS explicit parallel programming
  • Big Data Storage
  • NoSQL overview
  • Key Value Store
  • Wide Column Database
  • Document oriented storage
  • Graph Storage
  • NoSQL Family Decision Tree
  • New Trends in NoSQL
Completion rules
  • All units must be completed
  • Leads to a certificate with a duration: Forever