Data Science in a Big Data World

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Benefits and uses of data science and big data

Facets of data

Structured data

Unstructured data

Natural Language

Machine Generated data

Graph-based or Network data

Audio, Image, and Video

Streaming Data

The Big data ecosystem and data science

  • Distributed File Systems
  • Distributed Programming Framework
  • Data Integration Frameworks
  • Machine Learning Frameworks
  • NoSQL Databases
  • Scheduling Tools
  • Benchmarking Tools
  • System Deployment
  • Service Programming
  • Security