Módulo 7

Fundamental Big Data Engineering

Contenidos:

• Big Data Engineering – Big Data Engineering Challenges
• Big Data Storage Terminologies (including sharding, replication, CAP theorem, ACID, BASE)
• Big Data Storage Requirements
• On-Disk Storage (including distributed file system – databases)
• Introduction to NoSQL – NewSQL
• NoSQL Rationale – Characteristics
• NoSQL Database Types (including key-value, document, column-family and graph databases)
• Big Data Processing Requirements
• Big Data Processing (including batch mode and realtime mode)
• Introduction to MapReduce for Big Data Processing (batch mode)
• MapReduce Explained (including map, combine, partition, shuffle and sort, and reduce)