I realized that I was writing wrong stuff about Kernel density estimation part, which is actually tiny modification.
GraphicalModelLab_Concept_En_v2
GraphicalModelLab_Concept_En_v2
What I fixed is “we don’t have any hyper parameters we need to learn” at 26th slide.
The correct sentence is “we don’t have any parameters we need to learn”.