/study-on-knowledge-graphs

Research & exploration of Knowledge graphs

Study & exploration of Knowledge graphs

Basics

Graphs & Ontologies

  • Introduction to Graphs - Link
  • Ontologies: An Overview - Link
  • Ontologies: In Detail - Link
  • Graph theory - Link

Introduction to Knowledge graphs

  • Knowledge Graphs: An Overview - Link
  • Conceptualizing the Knowledge Graph Construction Pipeline - Link

Level 1

NLP & Graphs using Python

  • Knowledge Graph Creation: Part I - Link
  • Knowledge Graph Creation: Part II - Link
  • Building a knowledge graph in python from scratch - Link

Practical Examples

  • A Technique to Mine Information from Text (with Python code) - Link
  • Python NLP Tutorial: Building A Knowledge Graph using Python and SpaCy - Link

Information extraction

  • Introduction to Information Extraction using Python and spaCy - Link

Level 2

Data to NLP to graph Auto-Generated Knowledge Graphs - Link

Refer Wiki for more...