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]
  • Python Tutorial
  • Further studies [PDF]