The difference is subtle. A convention is typically a large-scale gathering focused on knowledge sharing and presentations within a specific industry or field. A conference can have a broader scope and often includes interactive elements such as workshops and panel discussions.
In practice, these terms are often used interchangeably. What matters is that the program aligns with your target audience and objectives. Discover how to organize a successful conference.