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Universidade Federal do Rio Grande do Norte

Instituto Metrópole Digital

IMD1155 - Network Analysis

References

  • 📚 Menczer, Filippo; Fortunato, Santo; A. Davis, Clayton. A First Course in Network Science [Link]
  • 📚 Dmitry Zinoviev. Complex Network Analysis in Python [Link]
  • 📚 Coscia, Michele. The Atlas for the Aspiring Network Scientist [Link]
  • 📚 Mark Newman. Networks. [Link]
  • 🔥 Literature of Deep Learning for Graphs [Link]
  • 📣 A scientific network data repository [Link]
  • 🔖 Stanford large network dataset collection (SNAP) [Link]

Lessons

  • Week 01 [Slide]
    • Course Outline & Syllabus
    • Data Science vs Graph Data Science
    • Historical Context of Network Analysis
    • Google Colab Introduction [Video]
    • Google Colab Cont. [Video]
    • Open In Colab Python Tutorial
    • Further studies [PDF]