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Update `functions_advanced` notebook #45

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Job	Run time
build-and-push (amd64, cpu)	7m 22s
build-and-push (amd64, cuda)	8m 31s
build-and-push (arm64, cpu)	21m 45s
build-and-push (arm64, cuda)	21m 23s
create-manifests	25s
	59m 26s