You can. Whether it's a good idea or not, only you can tell that.
Partitioning is something that must be tested thoroughly before implementing.
If the partitioning key is not used frequently in your queries, the overall performance could get worse than what you get on the non-partitioned tables.
-- Gianluca Sartori