LinkedIn offers various ad formats including Sponsored Content, Sponsored InMail, Text Ads, Dynamic Ads, and Conversation Ads. Advertisers can use these formats effectively by creating compelling and professional content, utilizing engaging visuals or videos, targeting specific professional audiences, utilizing personalized messaging, and leveraging features like call-to-action buttons to drive desired actions.