The types of LinkedIn advertising include Sponsored Content (native ads in the LinkedIn feed), Sponsored InMail (personalized messages to LinkedIn members), Display Ads (banner ads on LinkedIn), and Dynamic Ads (personalized ads based on LinkedIn member data).