Recently, the Ministry of education science and technology announced a revised information and communication technology curriculum, emphasizing aspects of computer science education rather than application of computer softwares. This change would benefit students to stimulate their thinking ability and facilitate creativity learning through in-depth understanding of principles of computer science, compared to the previous curriculum of computer education mainly focused on the skills of utilizing application softwares. Thus, the paper presents the design of a computer education curriculum based on the principles of computer science education, which would lead to trigger constructive ideas for improvements on the subject so that students may experience better education in the area.