Projections and SymmetriesExplores projections on lines and symmetries in 2D space, emphasizing fixed points and symmetric matrices.
Graph Algorithms: BasicsIntroduces the basics of graph algorithms, covering traversal, representation, and data structures for BFS and DFS.
Graph Processing: Oracle Labs PGXCovers graph processing with a focus on Oracle Labs PGX, discussing graph analytics, databases, algorithms, and distributed analytics challenges.
Graphs: BFSIntroduces elementary graph algorithms, focusing on Breadth-First Search and Depth-First Search.
Graph Neural Networks: Interconnected WorldExplores learning from interconnected data with graphs, covering modern ML research goals, pioneering methods, interdisciplinary applications, and democratization of graph ML.
Union-Find and Prim's AlgorithmIntroduces Union-Find data structure and Prim's algorithm for minimum spanning trees in graphs, exploring cuts and historical origins.