everything.study
GS/EECS 6414

Data Analytics and Visualization

3.0 credits

Winter 2026

Topics

  • Link analysis and prediction
  • PageRank
  • MapReduce
  • Spark
  • similarity and recommendation
  • graph and network analysis
  • community detection
  • data aggregation
  • interactive visualization

Readings

  • Listed texts: Leskovec, Rajaraman and Ullman, Mining of Massive Datasets, 3rd ed. (2020); Tufte, The Visual Display of Quantitative Information, 2nd ed. (2001). Additional articles assigned during the term.
Sources