Unstructured data refers to information that does not have a predefined data model or is not organized in a pre-defined manner, making it challenging to analyze using traditional data processing methods. It includes diverse formats like text, images, video, and social media posts, requiring advanced techniques like natural language processing and machine learning for meaningful insights.