This article takes healthcare big data as the research object. It firstly introduces the source of healthcare big data, summarizes the current application status of healthcare big data, and analyzes the opportunities and challenges facing medical big data thoroughly. The development of big data and processing technologies has enriched the data foundation and analysis methods for healthcare big data analysis. The healthcare big data still faces challenges in the aspects of data cleaning, data security, personnel training, and platform development.