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Update `object_oriented_advanced` notebook #56

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Job	Run time
build-and-push (amd64, cpu)	8m 31s
build-and-push (amd64, cuda)	9m 6s
build-and-push (arm64, cpu)	21m 41s
build-and-push (arm64, cuda)	24m 1s
create-manifests	13s
	1h 3m 32s