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Update `functions_advanced` notebook #21

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Job	Run time
build-and-push (amd64, cpu)	7m 23s
build-and-push (amd64, cuda)	9m 28s
build-and-push (arm64, cpu)	21m 44s
build-and-push (arm64, cuda)	22m 24s
create-manifests	22s
	1h 1m 21s