Linear Algebra is a standard and an important undergraduate mathematics course. This paper presents an overview of the design and implementation of an inquiry-based Linear Algebra course which emphasizes discovery learning, analytical thinking, and individual creativity. The inquiry-based Linear Algebra course is designed to meet the needs of a diversified student body consisting of students majoring in engineering, mathematics education, and mathematics.