Explore the fundamental concepts of graph theory and network analysis in this 30-minute lecture. Delve into essential definitions, learn how to represent graphs using adjacency matrices, and master two crucial algorithms for finding minimum spanning trees: Kruskal's Algorithm and Prim's Algorithm. Gain valuable insights into the practical applications of these concepts in various fields such as computer science, data analysis, and network optimization.