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Update `object_oriented_advanced` notebook #32

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Job	Run time
build-and-push (amd64, cpu)	7m 51s
build-and-push (amd64, cuda)	9m 2s
build-and-push (arm64, cpu)	21m 36s
build-and-push (arm64, cuda)	21m 57s
create-manifests	18s
	1h 0m 44s