Program Educational Objectives (PEO)


•    PEO 1 Career Preparation: Graduates shall be prepared to pursue successful careers in Data Science and allied computing domains in industry, government, and research organizations, or to pursue higher education in reputed national and international institutions.
 
•    PEO 2 Core Knowledge & Analytical Competence: Graduates shall apply strong foundations in Computer Science and Data Science—including data structures, analysis of algorithms, database management systems, probability and statistics, programming paradigms, and data analytics—to analyze and solve complex engineering problems.
 
•    PEO 3 Data Science Systems & Intelligent Solutions: Graduates shall design, develop, and deploy data-driven and intelligent systems using machine learning, data mining, big data technologies, artificial intelligence tools, and visualization techniques, as prescribed in the Data Science Engineering curriculum
 
•    PEO 4 Professionalism & Teamwork: Graduates shall demonstrate professionalism, ethical responsibility, effective communication, leadership qualities, and the ability to work efficiently as individuals and as members of multidisciplinary teams.
 
•    PEO 5 Lifelong Learning & Social Responsibility: Graduates shall engage in lifelong learning, adapt to emerging technologies, and contribute responsibly to societal, environmental, and national development.

 

Program Specific Outcomes (PSO)

 

  • PSO 1: Graduates will be able to apply Data Science and AI/ML concepts, mathematical foundations, and computing techniques to design, implement, and optimize data-driven solutions for complex engineering problems
  • PSO 2: Graduates will be able to analyze, interpret, and validate data and AI/ML model outcomes to develop intelligent systems that support effective decision-making in industrial and societal contexts.
  • PSO 3: Graduates will be able to develop deployable and real-time Data Science applications and function effectively in multidisciplinary teams, demonstrating professional ethics, lifelong learning, and awareness of societal and environmental responsibilities.
     
     

Program Outcome (PO)


PO1: Engineering Knowledge: Apply knowledge of mathematics, natural science computing, engineering fundamentals and an engineering specialization as specified in WK1 to WK4 respectively to develop to the solution of complex engineering problems.

PO2: Problem Analysis: Identify, formulate, review research literature and analyze complex engineering problems reaching substantiated conclusions with consideration for sustainable development. (WK1 to WK4)

PO3: Design/Development of Solutions: Design creative solutions for complex engineering problems and design/develop systems/components/processes to meet identified needs with consideration for the public health and safety, whole-life cost, net zero carbon, culture, society and environment as required. (WK5)

PO4: Conduct Investigations of Complex Problems: Conduct investigations of complex engineering problems using research-based knowledge including design of experiments, modelling, analysis & interpretation of data to provide valid conclusions. (WK8).

PO5: Engineering Tool Usage: Create, select and apply appropriate techniques, resources and modern engineering & IT tools, including prediction and modelling recognizing their limitations to solve complex engineering problems. (WK2 and WK6)

PO6: The Engineer and The World: Analyze and evaluate societal and environmental aspects while solving complex engineering problems for its impact on sustainability with reference to economy, health, safety, legal framework, culture and environment. (WK1, WK5, and WK7).

PO7: Ethics: Apply ethical principles and commit to professional ethics, human values, diversity and inclusion; adhere to national & international laws. (WK9)

PO8: Individual and Collaborative Team work: Function effectively as an individual, and as a member or leader in diverse/multi-disciplinary teams.

PO9: Communication: Communicate effectively and inclusively within the engineering community and society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations considering cultural, language, and learning differences.

PO10: Project Management and Finance: Apply knowledge and understanding of engineering management principles and economic decision-making and apply these to one’s own work, as a member and leader in a team, and to manage projects and in multidisciplinary environments.

PO11: Life-Long Learning: Recognize the need for, and have the preparation and ability for independent and life-long learning ii) adaptability to new and emerging technologies and critical thinking in the broadest context of technological change. (WK8)