The main aim of this course is to help students of big data and business analytics (BDBA) related majors develop skills in discovering problems, creating innovations, proposing and managing projects, and developing career goals. Junior year’s spring semester is very important for college students. They need to enhance the ability of assembling all their knowledge to conduct research; practice; innovation; or entrepreneur projects. Eventually, they have to build up excellent profiles with course learning and project experiences, in order to succeed in the intensive competitons of graduate school application or job seeking, which will start at the beginning of their senior year.