Introduction to Graph Machine Learning

Graph ML is theoretically powerful, but honestly, most of what you see is just a fancy way to handle relationships that traditional SQL or simple adjacency matrices already manage, albeit messily. It's useful if you're dealing with complex dependency mapping, like supply chains or social connections, but don't confuse academic complexity with practical ROI right now.