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Update `functional_programming` notebook (#295) #34

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Job	Run time
build-and-push (amd64, cpu)	7m 8s
build-and-push (amd64, cuda)	8m 59s
build-and-push (arm64, cpu)	21m 42s
build-and-push (arm64, cuda)	21m 33s
create-manifests	29s
	59m 51s