Computer Science & Engineering

Program Outcomes (PO) - Competencies to be attained (CA) - Performance Indicators (PI)

Computer Science
  • PO1 : An ability to independently carry out research /investigation and development work to solve practical problems.
    1. CA 1.1: Demonstrate competence in mathematical modelling
      1. PI 1.1.1: Apply the knowledge of discrete structures, linear algebra, statistics and numerical techniques to solve problems
      2. PI 1.1.2: Apply the concepts of probability, statistics and queuing theory in modeling of computer-based system, data and network protocols.
    2. CA 1.2: Demonstrate competence in basic sciences
      1. PI 1.2.1: Apply laws of natural science to an engineering problem
      2. PI 1.2.1: Apply laws of natural science to an engineering problem
    3. CA 1.3: Demonstrate competence in engineering fundamentals
      1. PI 1.3.1: Apply engineering fundamentals
    4. CA 1.4: Demonstrate competence in specialized engineering knowledge to the program
      1. PI 1.4.1: Apply theory and principles of computer science and engineering to solve an engineering problem
  • PO2 : An ability to write and present a substantial technical report/document.
    1. CA 2.1: Demonstrate an ability to identify and formulate complex engineering problem
      1. PI 2.1.1: Evaluate problem statements and identifies objectives
      2. PI 2.1.2: Identify processes/modules/algorithms of a computer-based system and parameters to solve a problem
      3. PI 2.1.3: Identity mathematical algorithmic knowledge that applies to a given problem
    2. CA 2.2: Demonstrate an ability to formulate a solution plan and methodology for an engineering problem
      1. PI 2.2.1: Reframe the computer-based system into interconnected subsystems
      2. PI 2.2.2: Identity functionalities and computing resources
      3. PI 2.2.3: Identify existing solution/methods to solve the problem, including forming justified approximations and assumptions
      4. PI 2.2.4: Compare and contrast alternative solution/methods to select the best methods
      5. PI 2.2.5: Compare and contrast alternative solution processes to select the best process
    3. CA 2.3: Demonstrate an ability to formulate and interpret a model
      1. PI 2.3.1: Able to apply computer engineering principles to formulate modules of a system with required applicability and performance.
      2. PI 2.3.2: Identity design constraints for required performance criteria
    4. CA 2.4: Demonstrate an ability to execute a solution process and analyze results
      1. PI 2.4.1: Applies engineering mathematics to implement the solution
      2. PI 2.4.2: 2 Analyze and interpret the results using contemporary tools
      3. PI 2.4.3: Identify the limitations of the solution and sources/causes
      4. PI 2.4.4: Arrive at conclusions with respect to the objectives.
  • PO3 : Students should be able to demonstrate a degree of mastery over the area as per the specialization of the program. The mastery should be at a level higher than the requirements in the appropriate bachelor program.
    1. CA 3.1: Demonstrate an ability to define a complex/open-ended problem in engineering terms
      1. PI 3.1.1: Able to define a precise problem statement with objectives and scope
      2. PI 3.1.2: Able to define a precise problem statement with objectives and scope
      3. PI 3.1.3: Able to review state-of-the-art literature to synthesize system requirements.
      4. PI 3.1.4: Able to choose appropriate quality attributes as defined by ISQ/IEC/IEEE standard
      5. PI 3.1.5: Explore and synthesize system requirements from larger social and professional concerns
      6. PI 3.1.6: Able to develop software requirement specifications (SRS).
    2. CA 3.2: Demonstrate an ability to generate a diverse set of alternative design solutions
      1. PI 3.2.1: Able to explore design alternatives
      2. PI 3.2.2: Able to produce a variety ol potential design solutions suited to meet functional requirements.
      3. PI 3.2.3: Identify suitable non-functional requirements for evaluation of alternate design solutions
    3. CA 3.3: Demonstrate an ability to select optimal design scheme for further development
      1. PI 3.3.1: Able to perform systematic evaluation of the degree to which several design concepts meet the criteria.
      2. PI 3.3.2: Consult with domain experts and stakeholders to select candidate engineering design solution for further development
    4. CA 3.4: Demonstrate an ability to advance an engineering design to defined end state
      1. PI 3.4.1: Able to reline architecture design into a detailed design within the existing constraints
      2. PI 3.4.2: Able to implement and integrate the modules
      3. PI 3.4.3: Able to verify the functionalities and validate the design
  • PO4 : An ability to apply stream knowledge to design or develop solutions for real world problems by following the standards
  • PO5 : An ability to identify, select and apply appropriate techniques, resources and state-of-the-art tool to model, analyse and solve practical engineering problems.
  • PO6 : An ability to engage in life-long learning for the design and development related to the stream related problems taking into consideration sustainability, societal, ethical and environmental aspects
  • PO7 : An ability to develop cognitive load management skills related to project management and finance which focus on Entrepreneurship and Industry relevance.
    • Computer Science and Engineering
  • PO1 : Engineering knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and their engineering specialization to the solution of complex engineering problems.
    1. CA 1.1: Demonstrate competence in mathematical modelling
      1. PI 1.1.1: Apply the knowledge of discrete structures, linear algebra, statistics and numerical techniques to solve problems
      2. PI 1.1.2: Apply the concepts of probability, statistics and queuing theory in modeling of computer-based system, data and network protocols.
    2. CA 1.2: Demonstrate competence in basic sciences
      1. PI 1.2.1: Apply laws of natural science to an engineering problem
    3. CA 1.3: Demonstrate competence in engineering fundamentals
      1. PI 1.3.1: Apply engineering fundamentals
    4. CA 1.4: Demonstrate competence in specialized engineering knowledge to the program
      1. PI 1.4.1: Apply theory and principles of computer science and engineering to solve an engineering problem
  • PO1 : Engineering Knowledge: Apply knowledge of mathematics, natural science, computing, engineering fundamentals and an engineering specialization to develop the solution of complex engineering problems.
    1. CA 1.1: Demonstrate competence in mathematical modelling
      1. PI 1.1.1: Apply the knowledge of discrete structures, linear algebra, statistics and numerical techniques to solve problems
      2. PI 1.1.2: Apply the concepts of probability, statistics and queuing theory in modeling of computer-based system, data and network protocols.
    2. CA 1.2: Demonstrate competence in basic sciences
      1. PI 1.2.1: Apply laws of natural science to an engineering problem
    3. CA 1.3: Demonstrate competence in engineering fundamentals
      1. PI 1.3.1: Apply engineering fundamentals
    4. CA 1.4: Demonstrate competence in specialized engineering knowledge to the program
      1. PI 1.4.1: Apply theory and principles of computer science and engineering to solve an engineering problem
  • PO2 : Problem analysis: Identify, formulate, review research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics,natural sciences, and engineering sciences.
    1. CA 2.1: Demonstrate an ability to identify and formulate complex engineering problem
      1. PI 2.1.1: Evaluate problem statements and identifies objectives
      2. PI 2.1.2: Identify processes/modules/algorithms of a computer-based system and parameters to solve a problem
      3. PI 2.1.3: Identity mathematical algorithmic knowledge that applies to a given problem
    2. CA 2.2: Demonstrate an ability to formulate a solution plan and methodology for an engineering problem
      1. PI 2.2.1: Reframe the computer-based system into interconnected subsystems
      2. PI 2.2.2: Identity functionalities and computing resources
      3. PI 2.2.3: Identify existing solution/methods to solve the problem, including forming justified approximations and assumptions
      4. PI 2.2.4: Compare and contrast alternative solution/methods to select the best methods
      5. PI 2.2.5: Compare and contrast alternative solution processes to select the best process
    3. CA 2.3: Demonstrate an ability to formulate and interpret a model
      1. PI 2.3.1: Able to apply computer engineering principles to formulate modules of a system with required applicability and performance.
      2. PI 2.3.2: Identity design constraints for required performance criteria
    4. CA 2.4: Demonstrate an ability to execute a solution process and analyze results
      1. PI 2.4.1: Applies engineering mathematics to implement the solution
      2. PI 2.4.2: 2 Analyze and interpret the results using contemporary tools
      3. PI 2.4.3: Identify the limitations of the solution and sources/causes
      4. PI 2.4.4: Arrive at conclusions with respect to the objectives.
  • PO2 : Problem Analysis: Identify, formulate, review research literature and analyze complex engineering problems reaching substantiated conclusions with consideration for sustainable development.
    1. CA 2.1: Demonstrate an ability to identify and formulate complex engineering problem
      1. PI 2.1.1: Evaluate problem statements and identifies objectives
      2. PI 2.1.2: Identify processes/modules/algorithms of a computer-based system and parameters to solve a problem
      3. PI 2.1.3: Identity mathematical algorithmic knowledge that applies to a given problem
    2. CA 2.2: Demonstrate an ability to formulate a solution plan and methodology for an engineering problem
      1. PI 2.2.1: Reframe the computer-based system into interconnected subsystems
      2. PI 2.2.2: Identity functionalities and computing resources
      3. PI 2.2.3: Identify existing solution/methods to solve the problem, including forming justified approximations and assumptions
      4. PI 2.2.4: Compare and contrast alternative solution/methods to select the best methods
      5. PI 2.2.5: Compare and contrast alternative solution processes to select the best process
    3. CA 2.3: Demonstrate an ability to formulate and interpret a model
      1. PI 2.3.1: Able to apply computer engineering principles to formulate modules of a system with required applicability and performance.
      2. PI 2.3.2: Identity design constraints for required performance criteria
    4. CA 2.4: Demonstrate an ability to execute a solution process and analyze results
      1. PI 2.4.1: Applies engineering mathematics to implement the solution
      2. PI 2.4.2: 2 Analyze and interpret the results using contemporary tools
      3. PI 2.4.3: Identify the limitations of the solution and sources/causes
      4. PI 2.4.4: Arrive at conclusions with respect to the objectives.
  • PO3 : Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for public health and safety, as well as cultural, societal, and environmental considerations.
    1. CA 3.1: Demonstrate an ability to define a complex/open-ended problem in engineering terms
      1. PI 3.1.1: Able to define a precise problem statement with objectives and scope
      2. PI 3.1.2: Able to define a precise problem statement with objectives and scope
      3. PI 3.1.3: Able to review state-of-the-art literature to synthesize system requirements.
      4. PI 3.1.4: Able to choose appropriate quality attributes as defined by ISQ/IEC/IEEE standard
      5. PI 3.1.5: Explore and synthesize system requirements from larger social and professional concerns
      6. PI 3.1.6: Able to develop software requirement specifications (SRS).
    2. CA 3.2: Demonstrate an ability to generate a diverse set of alternative design solutions
      1. PI 3.2.1: Able to explore design alternatives
      2. PI 3.2.2: Able to produce a variety ol potential design solutions suited to meet functional requirements.
      3. PI 3.2.3: Identify suitable non-functional requirements for evaluation of alternate design solutions
    3. CA 3.3: Demonstrate an ability to select optimal design scheme for further development
      1. PI 3.3.1: Able to perform systematic evaluation of the degree to which several design concepts meet the criteria.
      2. PI 3.3.2: Consult with domain experts and stakeholders to select candidate engineering design solution for further development
    4. CA 3.4: Demonstrate an ability to advance an engineering design to defined end state
      1. PI 3.4.1: Able to reline architecture design into a detailed design within the existing constraints
      2. PI 3.4.2: Able to implement and integrate the modules
      3. PI 3.4.3: Able to verify the functionalities and validate the design
  • 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.
    1. CA 3.1: Demonstrate an ability to define a complex/open-ended problem in engineering terms
      1. PI 3.1.1: Able to define a precise problem statement with objectives and scope
      2. PI 3.1.2: Able to define a precise problem statement with objectives and scope
      3. PI 3.1.3: Able to review state-of-the-art literature to synthesize system requirements.
      4. PI 3.1.4: Able to choose appropriate quality attributes as defined by ISQ/IEC/IEEE standard
      5. PI 3.1.5: Explore and synthesize system requirements from larger social and professional concerns
      6. PI 3.1.6: Able to develop software requirement specifications (SRS).
    2. CA 3.2: Demonstrate an ability to generate a diverse set of alternative design solutions
      1. PI 3.2.1: Able to explore design alternatives
      2. PI 3.2.2: Able to produce a variety ol potential design solutions suited to meet functional requirements.
      3. PI 3.2.3: Identify suitable non-functional requirements for evaluation of alternate design solutions
    3. CA 3.3: Demonstrate an ability to select optimal design scheme for further development
      1. PI 3.3.1: Able to perform systematic evaluation of the degree to which several design concepts meet the criteria.
      2. PI 3.3.2: Consult with domain experts and stakeholders to select candidate engineering design solution for further development
    4. CA 3.4: Demonstrate an ability to advance an engineering design to defined end state
      1. PI 3.4.1: Able to reline architecture design into a detailed design within the existing constraints
      2. PI 3.4.2: Able to implement and integrate the modules
      3. PI 3.4.3: Able to verify the functionalities and validate the design
  • PO4 : Conduct investigations of complex problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
    1. CA 4.1: Demonstrate an ability to conduct investigations of technical issues consistent with their level of knowledge and understanding
      1. PI 4.1.1: Define a problem for purposes of investigation, its scope and importance
      2. PI 4.1.2: Able to choose appropriate procedure algorithm, dataset and test cases
      3. PI 4.1.3: Able to choose appropriate hardware/software tools to conduct the experiment.
    2. CA 4.2: Demonstrate an ability to design experiments to solve open-ended problems
      1. PI 4.2.1: Design and develop appropriate procedures/methodologies based on the study objectives
    3. CA 4.3: Demonstrate an ability to analyze data and reach a valid conclusion
      1. PI 4.3.1: Use appropriate procedures, tools and techniques to collect and analyze data
      2. PI 4.3.2: Critically analyze data for trends and correlations, stating possible errors and limitations
      3. PI 4.3.3: Represent data (in tabular and/or graphical forms) so as to facilitate analysis and explanation of the data, and drawing of conclusions
      4. PI 4.3.4: Synthesize information and knowledge about the problem from the raw data to reach appropriate conclusions
  • 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.
    1. CA 4.1: Demonstrate an ability to conduct investigations of technical issues consistent with their level of knowledge and understanding
      1. PI 4.1.1: Define a problem for purposes of investigation, its scope and importance
      2. PI 4.1.2: Able to choose appropriate procedure algorithm, dataset and test cases
      3. PI 4.1.3: Able to choose appropriate hardware/software tools to conduct the experiment.
    2. CA 4.2: Demonstrate an ability to design experiments to solve open-ended problems
      1. PI 4.2.1: Design and develop appropriate procedures/methodologies based on the study objectives
    3. CA 4.3: Demonstrate an ability to analyze data and reach a valid conclusion
      1. PI 4.3.1: Use appropriate procedures, tools and techniques to collect and analyze data
      2. PI 4.3.2: Critically analyze data for trends and correlations, stating possible errors and limitations
      3. PI 4.3.3: Represent data (in tabular and/or graphical forms) so as to facilitate analysis and explanation of the data, and drawing of conclusions
      4. PI 4.3.4: Synthesize information and knowledge about the problem from the raw data to reach appropriate conclusions
  • PO5 : Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools, including prediction and modelling, to complex engineering activities with an understanding of their limitations.
    1. CA 5.1: Demonstrate an ability to identify/create modern engineering tools, techniques and sources
      1. PI 5.1.1: Identify modern engineering tools, techniques and resources for engineering activities
      2. PI 5.1.2: Create/ad and tools and techniques to solve engineering problems
    2. CA 5.2: Demonstrate an ability to select and apply discipline-specific tools, techniques and resources
      1. PI 5.2.1: Identify the strengths and limitations of tools for (i) acquiring Information (ii) modeling and simulating, (iii) monitoring system performance, and (iv) resources creating engineering designs.
      2. PI 5.2.2: Demonstrate proficiency in using discipline-specific tools
    3. CA 5.3: Demonstrate an ability to evaluate the suitability and limitations of tools used to solve an engineering problem
      1. PI 5.3.1: Discuss limitations and validate tools, techniques and resources
      2. PI 5.3.2: Verify the credibility of results from tool use with reference to the accuracy and limitations, and the assumptions inherent in their use.
  • 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.
    1. CA 5.1: Demonstrate an ability to identify/create modern engineering tools, techniques and sources
      1. PI 5.1.1: Identify modern engineering tools, techniques and resources for engineering activities
      2. PI 5.1.2: Create/ad and tools and techniques to solve engineering problems
    2. CA 5.2: Demonstrate an ability to select and apply discipline-specific tools, techniques and resources
      1. PI 5.2.1: Identify the strengths and limitations of tools for (i) acquiring Information (ii) modeling and simulating, (iii) monitoring system performance, and (iv) resources creating engineering designs.
      2. PI 5.2.2: Demonstrate proficiency in using discipline-specific tools
    3. CA 5.3: Demonstrate an ability to evaluate the suitability and limitations of tools used to solve an engineering problem
      1. PI 5.3.1: Discuss limitations and validate tools, techniques and resources
      2. PI 5.3.2: Verify the credibility of results from tool use with reference to the accuracy and limitations, and the assumptions inherent in their use.
  • PO6 : The engineer and society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.
    1. CA 6.1: Demonstrate an ability to describe engineering roles in a broader context, e.g. pertaining to the environment, health, safety, legal and public welfare
      1. PI 6.1.1: Identity and describe various engineering roles: particularly as pertains to protection of the public and public interest at the global, regional and local level
    2. CA 6.2: Demonstrate an understanding of professional engineering regulations, legislation and standards
      1. PI 6.2.1: Interpret legislation, regulations, codes, and standards relevant to your discipline and explain is contribution to the protection of the public
  • 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.
    1. CA 6.1: Demonstrate an ability to describe engineering roles in a broader context, e.g. pertaining to the environment, health, safety, legal and public welfare
      1. PI 6.1.1: Identity and describe various engineering roles: particularly as pertains to protection of the public and public interest at the global, regional and local level
    2. CA 6.2: Demonstrate an understanding of professional engineering regulations, legislation and standards
      1. PI 6.2.1: Interpret legislation, regulations, codes, and standards relevant to your discipline and explain is contribution to the protection of the public
  • PO7 : Environment and sustainability: Understand the impact of professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
    1. CA 7.1: Demonstrate an understanding of the impact of engineering and industrial practices on social, environmental and in economic contexts
      1. PI 7.1.1: Identity risks/impacts in the life-cycle of an engineering product or activity
      2. PI 7.1.2: Understand the relationship between the technical, socio-economic and environmental dimensions of sustainability
    2. CA 7.2: Demonstrate an ability to apply principles of sustainable design and development
      1. PI 7.2.1: Describe management techniques for sustainable development
      2. PI 7.2.2: Apply principles of preventive engineering and sustainable development to an engineering activity or product relevant to the discipline
  • PO7 : Ethics: Apply ethical principles and commit to professional ethics, human values, diversity and inclusion; adhere to national & international laws.
    1. CA 8.1: Demonstrate an ability to recognize ethical dilemmas
      1. PI 8.1.1: Identity situations of unethical professional conduct and propose ethical alternatives
    2. CA 8.2: Demonstrate an ability to apply the Code of Ethics
      1. PI 8.2.1: Identify tenets of the ASME professional code of ethics
      2. PI 8.2.2: Examine and apply moral & ethical principles to known case studies
  • PO8 : Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
    1. CA 8.1: Demonstrate an ability to recognize ethical dilemmas
      1. PI 8.1.1: Identity situations of unethical professional conduct and propose ethical alternatives
    2. CA 8.2: Demonstrate an ability to apply the Code of Ethics
      1. PI 8.2.1: Identify tenets of the ASME professional code of ethics
      2. PI 8.2.2: Examine and apply moral & ethical principles to known case studies
  • PO8 : Individual and Collaborative Team work: Function effectively as an individual, and as a member or leader in diverse/multi-disciplinary teams.
    1. CA 9.1: Demonstrate an ability to form a team and define a role for each member
      1. PI 9.1.1: Recognize a variety of working and learning preferences; appreciate the value of diversity on a team
      2. PI 9.1.2: Implement the norms of practice (eg, rules, roles, charters, agendas, etc.) of effective team work, to accomplish a goal
    2. CA 9.2: Demonstrate effective individual and team operations-- communication, problem-solving, conflict resolution and leadership skills
      1. PI 9.2.1: Demonstrate effective communication, problem-solving, conflict resolution and leadership skills
      2. PI 9.2.2: Treat other team members respectfully
      3. PI 9.2.3: Listen to other members
      4. PI 9.2.4: Maintain composure in difficult situations
    3. CA 9.3: Demonstrate success in a team-based project
      1. PI 9.3.1: Present results as a team with smooth integration of contributions from all individual efforts
  • PO9 : Individual and team work: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
    1. CA 9.1: Demonstrate an ability to form a team and define a role for each member
      1. PI 9.1.1: Recognize a variety of working and learning preferences; appreciate the value of diversity on a team
      2. PI 9.1.2: Implement the norms of practice (eg, rules, roles, charters, agendas, etc.) of effective team work, to accomplish a goal
    2. CA 9.2: Demonstrate effective individual and team operations-- communication, problem-solving, conflict resolution and leadership skills
      1. PI 9.2.1: Demonstrate effective communication, problem-solving, conflict resolution and leadership skills
      2. PI 9.2.2: Treat other team members respectfully
      3. PI 9.2.3: Listen to other members
      4. PI 9.2.4: Maintain composure in difficult situations
    3. CA 9.3: Demonstrate success in a team-based project
      1. PI 9.3.1: Present results as a team with smooth integration of contributions from all individual efforts
  • 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
    1. CA 10.1: Demonstrate an ability to comprehend technical literature and document project work
      1. PI 10.1.1: Read, understand and interpret technical and non-technical information
      2. PI 10.1.2: Produce clear well-constructed and well-supported written engineering documents
      3. PI 10.1.3: Create flow in a document or presentation - a logical progression of ideas so that the main point is clear
    2. CA 10.2: Demonstrate competence in listening, speaking, and presentation
      1. PI 10.2.1: Listen to and comprehend information, instructions, and viewpoints of others
      2. PI 10.2.2: Deliver effective oral presentations to technical and non-technical audiences
      3. PI 10.2.3: Demonstrate the ability to integrate different modes of communication
    3. CA 10.3: Demonstrate the ability to integrate different modes of communication
      1. PI 10.3.1: Create engineering standard figures, reports and drawings to complement writing and presentations
      2. PI 10.3.2: Use a variety of media effectively to convey a message in a document or a presentation
  • PO10 : Communication: Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
    1. CA 10.1: Demonstrate an ability to comprehend technical literature and document project work
      1. PI 10.1.1: Read, understand and interpret technical and non-technical information
      2. PI 10.1.2: Produce clear well-constructed and well-supported written engineering documents
      3. PI 10.1.3: Create flow in a document or presentation - a logical progression of ideas so that the main point is clear
    2. CA 10.2: Demonstrate competence in listening, speaking, and presentation
      1. PI 10.2.1: Listen to and comprehend information, instructions, and viewpoints of others
      2. PI 10.2.2: Deliver effective oral presentations to technical and non-technical audiences
    3. CA 10.3: Demonstrate the ability to integrate different modes of communication
      1. PI 10.3.1: Create engineering standard figures, reports and drawings to complement writing and presentations
      2. PI 10.3.2: Use a variety of media effectively to convey a message in a document or a presentation
  • 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.
    1. CA 11.1: Demonstrate an ability to evaluate the economic and financial performance of an engineering activity
      1. PI 11.1.1: Describe various economic and financial costs/benefits of an engineering activity
      2. PI 11.1.2: Analyze different forms of financial statements to evaluate the financial status of an engineering project
    2. CA 11.2: Demonstrate an ability to compare and contrast the costs/benefits of alternate proposals for an engineering activity
      1. PI 11.2.1: Analyze and select the most appropriate proposal based on economic and financial considerations
    3. CA 11.3: Demonstrate an ability to plan/manage an engineering activity within time and budget constraints
      1. PI 11.3.1: Identity the tasks required to complete an engineering activity and the resources required to complete the tasks
      2. PI 11.3.2: Use project management tools to schedule an engineering project, so it is completed on time and on budget.
  • PO11 : Project management and finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects in multidisciplinary environments.
    1. CA 11.1: Demonstrate an ability to evaluate the economic and financial performance of an engineering activity
      1. PI 11.1.1: Describe various economic and financial costs/benefits of an engineering activity
      2. PI 11.1.2: Analyze different forms of financial statements to evaluate the financial status of an engineering project
    2. CA 11.2: Demonstrate an ability to compare and contrast the costs/benefits of alternate proposals for an engineering activity
      1. PI 11.2.1: Analyze and select the most appropriate proposal based on economic and financial considerations
    3. CA 11.3: Demonstrate an ability to plan/manage an engineering activity within time and budget constraints
      1. PI 11.3.1: Identity the tasks required to complete an engineering activity and the resources required to complete the tasks
      2. PI 11.3.2: Use project management tools to schedule an engineering project, so it is completed on time and on budget.
  • PO11 : Life-Long Learning: Recognize the need for, and have the preparation and ability for i) independent and life-long learning ii) adaptability to new and emerging technologies and iii) critical thinking in the broadest context of technological change.
    1. CA 12.1: Demonstrate an ability to identity gaps in knowledge and a strategy to close these gaps
      1. PI 12.1.1: Describe the rationale for the requirement for continuing professional development
      2. PI 12.1.2: Identify deficiencies or gaps in knowledge and demonstrate an ability to source information to close this gap
    2. CA 12.2: Demonstrate an ability to identify changing trends in engineering knowledge and practice
      1. PI 12.2.1: Identify historic points of technological advance in engineering that required practitioners to seek education in order to stay current
      2. PI 12.2.2: Recognize the need and be able to clearly explain why it is vitally important to keep current regarding new developments in your field
    3. CA 12.3: Demonstrate an ability to identify and access sources for new information
      1. PI 12.3.1: Source and comprehend technical literature and other credible sources of information
      2. PI 12.3.2: Analyze sourced technical and popular information for feasibility, viability, sustainability, etc
  • PO12 : Life-long learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.
    1. CA 12.1: Demonstrate an ability to identity gaps in knowledge and a strategy to close these gaps
      1. PI 12.1.1: Describe the rationale for the requirement for continuing professional development
      2. PI 12.1.2: Identify deficiencies or gaps in knowledge and demonstrate an ability to source information to close this gap
    2. CA 12.2: Demonstrate an ability to identify changing trends in engineering knowledge and practice
      1. PI 12.2.1: Identify historic points of technological advance in engineering that required practitioners to seek education in order to stay current
      2. PI 12.2.2: Recognize the need and be able to clearly explain why it is vitally important to keep current regarding new developments in your field
    3. CA 12.3: Demonstrate an ability to identify and access sources for new information
      1. PI 12.3.1: Source and comprehend technical literature and other credible sources of information
      2. PI 12.3.2: Analyze sourced technical and popular information for feasibility, viability, sustainability, etc
    • Computer Science and Engineering (Cyber Security)
  • PO1 : Engineering knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and their engineering specialization to the solution of complex engineering problems.
    1. CA 1.1: Demonstrate competence in mathematical modelling
      1. PI 1.1.1: Apply the knowledge of discrete structures, linear algebra, statistics and numerical techniques to solve problems
      2. PI 1.1.2: Apply the concepts of probability, statistics and queuing theory in modeling of computer-based system, data and network protocols.
    2. CA 1.2: Demonstrate competence in basic sciences
      1. PI 1.2.1: Apply laws of natural science to an engineering problem
    3. CA 1.3: Demonstrate competence in engineering fundamentals
      1. PI 1.3.1: Apply engineering fundamentals
    4. CA 1.4: Demonstrate competence in specialized engineering knowledge to the program
      1. PI 1.4.1: Apply theory and principles of computer science and engineering to solve an engineering problem
  • PO1 : Engineering Knowledge: Apply knowledge of mathematics, natural science, computing, engineering fundamentals and an engineering specialization to develop the solution of complex engineering problems.
  • PO2 : Problem analysis: Identify, formulate, review research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics,natural sciences, and engineering sciences.
    1. CA 2.1: Demonstrate an ability to identify and formulate complex engineering problem
      1. PI 2.1.1: Evaluate problem statements and identifies objectives
      2. PI 2.1.2: Identify processes/modules/algorithms of a computer-based system and parameters to solve a problem
      3. PI 2.1.3: Identity mathematical algorithmic knowledge that applies to a given problem
    2. CA 2.2: Demonstrate an ability to formulate a solution plan and methodology for an engineering problem
      1. PI 2.2.1: Reframe the computer-based system into interconnected subsystems
      2. PI 2.2.2: Identity functionalities and computing resources
      3. PI 2.2.3: Identify existing solution/methods to solve the problem, including forming justified approximations and assumptions
      4. PI 2.2.4: Compare and contrast alternative solution/methods to select the best methods
      5. PI 2.2.5: Compare and contrast alternative solution processes to select the best process
    3. CA 2.3: Demonstrate an ability to formulate and interpret a model
      1. PI 2.3.1: Able to apply computer engineering principles to formulate modules of a system with required applicability and performance.
      2. PI 2.3.2: Identity design constraints for required performance criteria
    4. CA 2.4: Demonstrate an ability to execute a solution process and analyze results
      1. PI 2.4.1: Applies engineering mathematics to implement the solution
      2. PI 2.4.2: 2 Analyze and interpret the results using contemporary tools
      3. PI 2.4.3: Identify the limitations of the solution and sources/causes
      4. PI 2.4.4: Arrive at conclusions with respect to the objectives.
  • PO2 : Problem Analysis: Identify, formulate, review research literature and analyze complex engineering problems reaching substantiated conclusions with consideration for sustainable development.
  • PO3 : Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for public health and safety, as well as cultural, societal, and environmental considerations.
    1. CA 3.1: Demonstrate an ability to define a complex/open-ended problem in engineering terms
      1. PI 3.1.1: Able to define a precise problem statement with objectives and scope
      2. PI 3.1.2: Able to define a precise problem statement with objectives and scope
      3. PI 3.1.3: Able to review state-of-the-art literature to synthesize system requirements.
      4. PI 3.1.4: Able to choose appropriate quality attributes as defined by ISQ/IEC/IEEE standard
      5. PI 3.1.5: Explore and synthesize system requirements from larger social and professional concerns
      6. PI 3.1.6: Able to develop software requirement specifications (SRS).
    2. CA 3.2: Demonstrate an ability to generate a diverse set of alternative design solutions
      1. PI 3.2.1: Able to explore design alternatives
      2. PI 3.2.2: Able to produce a variety ol potential design solutions suited to meet functional requirements.
      3. PI 3.2.3: Identify suitable non-functional requirements for evaluation of alternate design solutions
    3. CA 3.3: Demonstrate an ability to select optimal design scheme for further development
      1. PI 3.3.1: Able to perform systematic evaluation of the degree to which several design concepts meet the criteria.
      2. PI 3.3.2: Consult with domain experts and stakeholders to select candidate engineering design solution for further development
    4. CA 3.4: Demonstrate an ability to advance an engineering design to defined end state
      1. PI 3.4.1: Able to reline architecture design into a detailed design within the existing constraints
      2. PI 3.4.2: Able to implement and integrate the modules
      3. PI 3.4.3: Able to verify the functionalities and validate the design
  • 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.
  • PO4 : Conduct investigations of complex problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
    1. CA 4.1: Demonstrate an ability to conduct investigations of technical issues consistent with their level of knowledge and understanding
      1. PI 4.1.1: Define a problem for purposes of investigation, its scope and importance
      2. PI 4.1.2: Able to choose appropriate procedure algorithm, dataset and test cases
      3. PI 4.1.3: Able to choose appropriate hardware/software tools to conduct the experiment.
    2. CA 4.2: Demonstrate an ability to design experiments to solve open-ended problems
      1. PI 4.2.1: Design and develop appropriate procedures/methodologies based on the study objectives
    3. CA 4.3: Demonstrate an ability to analyze data and reach a valid conclusion
      1. PI 4.3.1: Use appropriate procedures, tools and techniques to collect and analyze data
      2. PI 4.3.2: Critically analyze data for trends and correlations, stating possible errors and limitations
      3. PI 4.3.3: Represent data (in tabular and/or graphical forms) so as to facilitate analysis and explanation of the data, and drawing of conclusions
      4. PI 4.3.4: Synthesize information and knowledge about the problem from the raw data to reach appropriate conclusions
  • 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.
  • PO5 : Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools, including prediction and modelling, to complex engineering activities with an understanding of their limitations.
    1. CA 5.1: Demonstrate an ability to identify/create modern engineering tools, techniques and sources
      1. PI 5.1.1: Identify modern engineering tools, techniques and resources for engineering activities
      2. PI 5.1.2: Create/ad and tools and techniques to solve engineering problems
    2. CA 5.2: Demonstrate an ability to select and apply discipline-specific tools, techniques and resources
      1. PI 5.2.1: Identify the strengths and limitations of tools for (i) acquiring Information (ii) modeling and simulating, (iii) monitoring system performance, and (iv) resources creating engineering designs.
      2. PI 5.2.2: Demonstrate proficiency in using discipline-specific tools
    3. CA 5.3: Demonstrate an ability to evaluate the suitability and limitations of tools used to solve an engineering problem
      1. PI 5.3.1: Discuss limitations and validate tools, techniques and resources
      2. PI 5.3.2: Verify the credibility of results from tool use with reference to the accuracy and limitations, and the assumptions inherent in their use.
  • 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.
  • PO6 : The engineer and society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.
    1. CA 6.1: Demonstrate an ability to describe engineering roles in a broader context, e.g. pertaining to the environment, health, safety, legal and public welfare
      1. PI 6.1.1: Identity and describe various engineering roles: particularly as pertains to protection of the public and public interest at the global, regional and local level
    2. CA 6.2: Demonstrate an understanding of professional engineering regulations, legislation and standards
      1. PI 6.2.1: Interpret legislation, regulations, codes, and standards relevant to your discipline and explain is contribution to the protection of the public
  • 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.
  • PO7 : Environment and sustainability: Understand the impact of professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
    1. CA 7.1: Demonstrate an understanding of the impact of engineering and industrial practices on social, environmental and in economic contexts
      1. PI 7.1.1: Identity risks/impacts in the life-cycle of an engineering product or activity
      2. PI 7.1.2: Understand the relationship between the technical, socio-economic and environmental dimensions of sustainability
    2. CA 7.2: Demonstrate an ability to apply principles of sustainable design and development
      1. PI 7.2.1: Describe management techniques for sustainable development
      2. PI 7.2.2: Apply principles of preventive engineering and sustainable development to an engineering activity or product relevant to the discipline
  • PO7 : Ethics: Apply ethical principles and commit to professional ethics, human values, diversity and inclusion; adhere to national & international laws.
  • PO8 : Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
    1. CA 8.1: Demonstrate an ability to recognize ethical dilemmas
      1. PI 8.1.1: Identity situations of unethical professional conduct and propose ethical alternatives
    2. CA 8.2: Demonstrate an ability to apply the Code of Ethics
      1. PI 8.2.1: Identify tenets of the ASME professional code of ethics
      2. PI 8.2.2: Examine and apply moral & ethical principles to known case studies
  • PO8 : Individual and Collaborative Team work: Function effectively as an individual, and as a member or leader in diverse/multi-disciplinary teams.
  • PO9 : Individual and team work: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
    1. CA 9.1: Demonstrate an ability to form a team and define a role for each member
      1. PI 9.1.1: Recognize a variety of working and learning preferences; appreciate the value of diversity on a team
      2. PI 9.1.2: Implement the norms of practice (eg, rules, roles, charters, agendas, etc.) of effective team work, to accomplish a goal
    2. CA 9.2: Demonstrate effective individual and team operations-- communication, problem-solving, conflict resolution and leadership skills
      1. PI 9.2.1: Demonstrate effective communication, problem-solving, conflict resolution and leadership skills
      2. PI 9.2.2: Treat other team members respectfully
      3. PI 9.2.3: Listen to other members
      4. PI 9.2.4: Maintain composure in difficult situations
    3. CA 9.3: Demonstrate success in a team-based project
      1. PI 9.3.1: Present results as a team with smooth integration of contributions from all individual efforts
  • 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 : Communication: Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
    1. CA 10.1: Demonstrate an ability to comprehend technical literature and document project work
      1. PI 10.1.1: Read, understand and interpret technical and non-technical information
      2. PI 10.1.2: Produce clear well-constructed and well-supported written engineering documents
      3. PI 10.1.3: Create flow in a document or presentation - a logical progression of ideas so that the main point is clear
    2. CA 10.2: Demonstrate competence in listening, speaking, and presentation
      1. PI 10.2.1: Listen to and comprehend information, instructions, and viewpoints of others
      2. PI 10.2.2: Deliver effective oral presentations to technical and non-technical audiences
    3. CA 10.3: Demonstrate the ability to integrate different modes of communication
      1. PI 10.3.1: Create engineering standard figures, reports and drawings to complement writing and presentations
      2. PI 10.3.2: Use a variety of media effectively to convey a message in a document or a presentation
  • 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 : Project management and finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects in multidisciplinary environments.
    1. CA 11.1: Demonstrate an ability to evaluate the economic and financial performance of an engineering activity
      1. PI 11.1.1: Describe various economic and financial costs/benefits of an engineering activity
      2. PI 11.1.2: Analyze different forms of financial statements to evaluate the financial status of an engineering project
    2. CA 11.2: Demonstrate an ability to compare and contrast the costs/benefits of alternate proposals for an engineering activity
      1. PI 11.2.1: Analyze and select the most appropriate proposal based on economic and financial considerations
    3. CA 11.3: Demonstrate an ability to plan/manage an engineering activity within time and budget constraints
      1. PI 11.3.1: Identity the tasks required to complete an engineering activity and the resources required to complete the tasks
      2. PI 11.3.2: Use project management tools to schedule an engineering project, so it is completed on time and on budget.
  • PO11 : Life-Long Learning: Recognize the need for, and have the preparation and ability for i) independent and life-long learning ii) adaptability to new and emerging technologies and iii) critical thinking in the broadest context of technological change.
  • PO12 : Life-long learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.
    1. CA 12.1: Demonstrate an ability to identity gaps in knowledge and a strategy to close these gaps
      1. PI 12.1.1: Describe the rationale for the requirement for continuing professional development
      2. PI 12.1.2: Identify deficiencies or gaps in knowledge and demonstrate an ability to source information to close this gap
    2. CA 12.2: Demonstrate an ability to identify changing trends in engineering knowledge and practice
      1. PI 12.2.1: Identify historic points of technological advance in engineering that required practitioners to seek education in order to stay current
      2. PI 12.2.2: Recognize the need and be able to clearly explain why it is vitally important to keep current regarding new developments in your field
    3. CA 12.3: Demonstrate an ability to identify and access sources for new information
      1. PI 12.3.1: Source and comprehend technical literature and other credible sources of information
      2. PI 12.3.2: Analyze sourced technical and popular information for feasibility, viability, sustainability, etc
    • Post Graduate Certificate in Artificial Intelligence and Data Science
  • PO1 : An ability to independently carry out research /investigation and development work to solve practical problems
    1. CA 1.1: Demonstrate competence in mathematical modelling
      1. PI 1.1.1: Apply the knowledge of discrete structures, linear algebra, statistics and numerical techniques to solve problems
      2. PI 1.1.2: Apply the concepts of probability, statistics and queuing theory in modeling of computer-based system, data and network protocols.
    2. CA 1.2: Demonstrate competence in basic sciences
      1. PI 1.2.1: Apply laws of natural science to an engineering problem
      2. PI 1.2.1: Apply laws of natural science to an engineering problem
    3. CA 1.3: Demonstrate competence in engineering fundamentals
      1. PI 1.3.1: Apply engineering fundamentals
    4. CA 1.4: Demonstrate competence in specialized engineering knowledge to the program
      1. PI 1.4.1: Apply theory and principles of computer science and engineering to solve an engineering problem
  • PO2 : An ability to write and present a substantial technical report/document
    1. CA 2.1: Demonstrate an ability to identify and formulate complex engineering problem
      1. PI 2.1.1: Evaluate problem statements and identifies objectives
      2. PI 2.1.2: Identify processes/modules/algorithms of a computer-based system and parameters to solve a problem
      3. PI 2.1.3: Identity mathematical algorithmic knowledge that applies to a given problem
    2. CA 2.2: Demonstrate an ability to formulate a solution plan and methodology for an engineering problem
      1. PI 2.2.1: Reframe the computer-based system into interconnected subsystems
      2. PI 2.2.2: Identity functionalities and computing resources
      3. PI 2.2.3: Identify existing solution/methods to solve the problem, including forming justified approximations and assumptions
      4. PI 2.2.4: Compare and contrast alternative solution/methods to select the best methods
      5. PI 2.2.5: Compare and contrast alternative solution processes to select the best process
    3. CA 2.3: Demonstrate an ability to formulate and interpret a model
      1. PI 2.3.1: Able to apply computer engineering principles to formulate modules of a system with required applicability and performance.
      2. PI 2.3.2: Identity design constraints for required performance criteria
    4. CA 2.4: Demonstrate an ability to execute a solution process and analyze results
      1. PI 2.4.1: Applies engineering mathematics to implement the solution
      2. PI 2.4.2: 2 Analyze and interpret the results using contemporary tools
      3. PI 2.4.3: Identify the limitations of the solution and sources/causes
      4. PI 2.4.4: Arrive at conclusions with respect to the objectives.
  • PO3 : Students should be able to demonstrate a degree of mastery over the area as per the specialization of the program. The mastery should be at a level higher than the requirements in the appropriate bachelor program
    1. CA 3.1: Demonstrate an ability to define a complex/open-ended problem in engineering terms
      1. PI 3.1.1: Able to define a precise problem statement with objectives and scope
      2. PI 3.1.2: Able to define a precise problem statement with objectives and scope
      3. PI 3.1.3: Able to review state-of-the-art literature to synthesize system requirements.
      4. PI 3.1.4: Able to choose appropriate quality attributes as defined by ISQ/IEC/IEEE standard
      5. PI 3.1.5: Explore and synthesize system requirements from larger social and professional concerns
      6. PI 3.1.6: Able to develop software requirement specifications (SRS).
    2. CA 3.2: Demonstrate an ability to generate a diverse set of alternative design solutions
      1. PI 3.2.1: Able to explore design alternatives
      2. PI 3.2.2: Able to produce a variety ol potential design solutions suited to meet functional requirements.
      3. PI 3.2.3: Identify suitable non-functional requirements for evaluation of alternate design solutions
    3. CA 3.3: Demonstrate an ability to select optimal design scheme for further development
      1. PI 3.3.1: Able to perform systematic evaluation of the degree to which several design concepts meet the criteria.
      2. PI 3.3.2: Consult with domain experts and stakeholders to select candidate engineering design solution for further development
    4. CA 3.4: Demonstrate an ability to advance an engineering design to defined end state
      1. PI 3.4.1: Able to reline architecture design into a detailed design within the existing constraints
      2. PI 3.4.2: Able to implement and integrate the modules
      3. PI 3.4.3: Able to verify the functionalities and validate the design