In a scenario of ongoing changes in the theory and methodology of teaching, student-centered practices are crucial in improving teaching and learning outcomes. This study aimed to evaluate whether the learning styles and attitudes (connected and separate knowing) associated with the curriculum differ among medical students. The research subjects consisted of 43 first- and second-year medical students attending a post-baccalaureate medical education program exclusively for foreign students at a comprehensive university in Kaohsiung City, Taiwan. A self-administered Attitudes Toward Thinking and Learning Survey (ATTLS) was used to assess the differences in learning styles and attitudes among grades, gender, and nationality of these post-baccalaureate medical students. The reliability value of Cronbach Alpha coefficients for all items of ATTLS was 0.93. These medical students reported significantly higher connected knowing styles than separate knowing. The average score of the connected knowing for first-year students taking the "International Health" course is significantly higher than that of second-year students taking the "Population Health and Sustainable Development" course. There is no difference in the separate knowing between these two curricula. The learning styles and attitudes of students participating in the teaching process showed no difference in grade, gender, and nationality. The evidence that there is a significant interaction effect of grade, gender, and nationality examined with the separate knowing, rather than the connected knowing, suggests that this heterogenicity of learning methodology needs to be considered and integrated into future teaching methods.