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Update `functions_advanced` notebook #43

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Job	Run time
build-and-push (amd64, cpu)	7m 30s
build-and-push (amd64, cuda)	11m 36s
build-and-push (arm64, cpu)	21m 27s
build-and-push (arm64, cuda)	21m 25s
create-manifests	14s
	1h 2m 12s