Once you join a LinkedIn Group, your profile becomes visible to every member in that group. A fellow group member can click on your profile, and will be able to view your information based on your privacy settings.
However, joining a group doesn't allow you to see a fellow group member's network. Once yourself and a fellow group member become trusted connections, you can view their entire profile and connections.