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BDA-Review

2024-12-22
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BDA-Review

Concept

What is Big Data ?

  • Data is high dimensional
  • Data is a graph
  • Data is infinite/never-ending
  • Data is labeled

What is BDA?

  • Given lots of data discover patterns and models that are:
    • Valid: hold on new data with some certainty
    • Useful: should be possible to act on the item
    • Unexpected: non-obvious to the system
    • Understandable: humans should be able to interpret the pattern

BDA-MapReduce

BDA-Link Analysis

BDA-Advertising

BDA-Find Similar Items

BDA-Clustering