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Update `functions_advanced` notebook (#300) #53

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Job	Run time
build-and-push (amd64, cpu)	7m 22s
build-and-push (amd64, cuda)	9m 6s
build-and-push (arm64, cpu)	22m 11s
build-and-push (arm64, cuda)	22m 45s
create-manifests	31s
	1h 1m 55s