Is there any (significant) difference between sharding and load balancing?

It seems that in both cases the idea is to distribute (supposedly independent) requests between workers and one of the main difficulties is that requests might not be independent either within one stream (say, in the case of sessions) or between different streams (say, if they need to use one common state).