Great Learning takes the capstone project very seriously as it is meant to assess the student’s mastery of concepts learnt throughout their program. The capstone acts as a culminating experience where students work on real-world projects to solve meaningful problems. It allows students to integrate and apply their learnings to complex, open-ended problems with the guidance of both an industry mentor and an academic mentor.
The grading and evaluation of capstone projects is a rigorous process to ensure fairness and obtain reliable assessment. Each capstone project undergoes a multi-stage evaluation process involving specific rubrics, mentor feedback, and assessments from multiple reviewers.
The first step is for students to submit a capstone proposal detailing the problem statement, objectives, approach, timeline, and evaluation criteria. This proposal is reviewed by the academic mentor to provide feedback and approve the direction of the project. Students are expected to incorporate the feedback to refine their proposal.
Once the proposal is approved, students begin working on their capstone under the guidance of their assigned industry and academic mentors. Mentors play a crucial role in the evaluation process by providing regular feedback and guidance to students. Every 1-2 weeks, mentors review the students’ progress and provide feedback. This ensures students are on the right track as per the timelines and problem definition. Mid-way through the capstone, students have a checkpoint meeting with their mentors where deeper discussions are held on the approach, learnings, challenges and next steps.
Towards the end of the capstone duration, students are required to submit a complete project report and presentation. The report should document everything – problem definition, literature review, methodology, implementation, results, conclusions and future work. Multimedia artifacts developed as part of the capstone like code, models, prototypes etc. should also be submitted.
Detailed rubrics are used to evaluate different aspects of the capstone work like problem definition, literature survey, approach, implementation, analysis, outcomes, report structure, presentation etc. Rubrics assess students based on criteria like clarity, depth, innovation, integration of concepts, real-world applicability, quality of output etc. Using well-defined rubrics ensure fairness and consistency in grading.
Once submitted, the capstone work goes through a rigorous multi-stage evaluation process. In the first stage, the industry mentor evaluates the project based on the rubrics and provides a detailed feedback and preliminary scores. In the second stage, the academic mentor also evaluates the project independently based on the rubrics.
In the third stage, the project undergoes a final evaluation by a panel of 2-3 expert evaluators drawn from both industry and academia. The panel members are experienced professionals and academicians with deep expertise in the domain area of the capstone project. They thoroughly assess the project documentation, presentation, artifacts, mentor feedback letters and use their expertise to gauge the quality, depth and applicability of the work. The panel members discuss their evaluations together and come to a consensus on the final scores.
The preliminary scores from the mentors and the final scores from the expert panel are averaged out to compute the final grades for the capstone. Students must score a minimum aggregate of 60% to pass. For borderline cases or disagreements, an additional assessment by the program chair is carried out. Detailed scorecards and feedback letters are shared with students highlighting strengths, areas of improvement and lessons learnt from their capstone journey. Students who fail may be asked to re-do portions of their work based on feedback.
This rigorous, multi-stage grading process involving mentors, subject experts and program leaders helps ensure capstone projects at Great Learning are evaluated fairly and reliably. The well-defined rubrics and involvement of industry and academic experts in evaluation also helps assess real-world applicability and depth of learning achieved through the project. The process aims to equip students with the necessary skills through hands-on learning to tackle complex challenges through a blended approach of theory and practice.