SIADS 593 has three objectives: 1) assess student course prerequisite knowledge employing a rigorous assessment; 2) promote collaborative learning via a student team-based portfolio project demonstrating skills learned thus far in the School of Information's Masters in Applied Data Science program, including problem formulation, data acquisition, cleaning, manipulation, analysis, and visualization; and 3) provide a space for students to strengthen their knowledge of previous learning through repeated practice.