Graph Neural Networks transform predictive analytics by modelling relationships across complex network datasets..Neo4j graph database enables lightning fast queries uncovering hidden connections in enterprise systems..Apache Spark GraphX processes massive network datasets supporting scalable distributed analytics pipelines efficiently..Louvain algorithm identifies communities revealing behavioural clusters in social and financial networks..PageRank centrality highlights influential nodes improving recommendations and fraud detection models significantly..Girvan Newman method detects network fragmentation patterns supporting resilience and infrastructure optimisation research..Knowledge graphs enhance semantic search powering intelligent assistants and enterprise discovery platforms globally..Temporal graph analytics uncovers evolving relationships across cybersecurity monitoring and transaction surveillance frameworks..Visualisation tools like Gephi simplify interpreting network complexity for analysts and decision makers..Read More Stories .Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp