A conference is a meeting where various people come together to discuss something.
A press conference is when politicians or police representatives, for example, meet with reporters and journalists to make statements and answer questions.
In a business context, a conference is a large event, lasting one or several days, when national or international representatives come together. They attend lectures and meetings to network and exchange information.