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Update `object_oriented_advanced` notebook #48

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Job	Run time
build-and-push (amd64, cpu)	7m 43s
build-and-push (amd64, cuda)	9m 40s
build-and-push (arm64, cpu)	21m 43s
build-and-push (arm64, cuda)	21m 53s
create-manifests	20s
	1h 1m 19s