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data science in action

Motivation and Objective.

All about recommendation system, NLP and Social Network Analysis.

Current projects under construction:

  • Recommendation System. Focus on matrix factorization and its BSP implementation, which is crucial in big data era.

  • NLP and SNA. State-of-art models in word and network embedding, or representation learning of network.

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Pratical issues in data science and machine learning.

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  • Java 91.4%
  • Python 5.8%
  • Makefile 1.5%
  • Batchfile 1.2%
  • TeX 0.1%