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I have an exam for the following subject : Network & Graph Analytics Can you please suggest me how to prepare for the subject .

I have an exam for the following subject : Network & Graph Analytics

Can you please suggest me how to prepare for the subject . I have class slides but I want to know if there are more resources from which I can practice.
Pls suggest a methodology too.
The exam will consist of MCQs and Descriptive Answers.
Syllabus :
Session 1: Thinking Graph

  • Introduction to Graphs
  • Path Analysis
  • Connectivity Analysis
  • Community Analysis
  • Centrality Analysis
  • Pattern Matching
  • Programming Model for Graphs
  • Applications of Graph and introduction to Graph tools and representations

    Session 2:  Semantic Web Technologies
  • Evolution of Semantic Web: Web 1.0-Web 2.0-Semantic Web
  • Graph Data & Databases
  • Ontology: RDF, RDFS, OWL
  • Semantic Modeling
  • Querying Semantic Data: SPARQL

 

Session 3: Enterprise Knowledge Graphs

  • Context of Enterprise Knowledge Graphs,
  • Knowledge Layer
  • Enterprise Vocabularies
  • Representing Knowledge in Graph
  • Inferencing & Reasoning
  • Context based & personalized Intelligent Insights
  • Data Provenance & Data Virtualization

Session 4: Advanced EKG: Knowledge Graph Extraction from Unstructured Data  & AI

  • Evaluating Unstructured text for extracting Knowledge Graphs
  • Knowledge Graph embeddings: Entity Extraction, Relationship Extraction, Coreference, Disambiguation, Semantic  Role Labeling, Knowledge Discovery
  • Frameworks in the Market and comparison
  • Knowledge Graph Architecture
  • AI & Generative AI Context and Usage of Knowledge Graphs
  • Inferencing based Context and Prompt Engineering
  • Advanced Embeddings driven Content Generation
  • Explainable AI with Knowledge Graphs
  • Advanced Knowledge Catalogs for Enterprise Data using EKG

Session 5: Implementing Enterprise Knowledge Graphs

  • Use cases
  • Enterprise Data Fabric
  • Digital Twins
  • Fraud Analytics
  • Healthcare Usecase
  • Path Forward and Areas in Research

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