This study aims to explore learners, hands-on attitudes for hand-made leather courses and the relationship between learner's three types of interest (like, enjoyment, engagement) in learning and continuous intention to participate. According to the purpose, an online questionnaire was distributed with a total of 228 valid data were collected. Data were used to analyze the reliability and validity using SPSS, and research model verification was analyzed with VisualPLS. The results showed that: (1) hands-on attitude was positively related to like. (2) hands-on attitude was positively related to enjoyment. (3) hands-on attitude was positively related to engagement. (4) like was positively related to continuous intention to participate. (5) enjoyment was positively correlated to continuous intention to participate. (6) engagement was positively related to continuous intention to participate.