Department of Computer Science and Engineering(Artificial Intelligence and Machine Learning)
Artificial Intelligence (AI) and Machine Learning (ML) in the field of Computer Science and Engineering aims to build intelligent machines that can impersonate human cognitive functions, such as seeing, learning, and problem-solving. The learners will comprehend the basic AI-related terms such as Machine Learning, Deep Learning, and Expert Systems which will play a key role in the future of technology and science. This program is designed along with the Computer Science Engineering core and more emphasis on AI and ML specialization.
- Computer Science and Engineering(Artificial Intelligence and Machine Learning)
Program Curricullam Structure
Objectives of the Programme
- Interpret with fundamental knowledge in Mathematical foundations, Algorithmic principles and software engineering principles for problem solving.
- Equip with strong fundamental concepts of Artificial Intelligence and Machine Learning, including large data collection, Statistical model selection and optimization techniques to make prediction for better decision making.
- Excel as software engineer with updated technologies in software, Artificial Intelligence and Machine Learning based domains or continues higher education at a reputed institution in India or abroad.
- Inculcate ethical values, professional, leadership and team-oriented skills while providing innovative solutions to the societal issues for life-long learning.
- Foundation Core
- Computer Science & Engineering
- Artificial Intelligence
- Machine Learning
- Project (Research/Industry)
After completion of degree graduate will
PEO1: Formulate, solve and analyze Computer Science and Engineering problems using necessary mathematical, scientific and engineering fundamentals.
PEO2: Equip with strong theoretical and practical knowledge to solve computing problems by using Artificial Intelligence and Machine Learning techniques.
PEO3: Excel as software engineer in the domains of Artificial Intelligence and Machine Learning or continues higher education at a reputed institution in India or abroad.
PEO4: Demonstrate critical thinking, communication, teamwork, leadership skills and ethical behaviour necessary to function productively and professionally
Engineering Graduates will be able to:
PO1. Engineering knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization to 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.
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 the public health and safety, and the cultural, societal and environmental considerations.
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.
PO5. Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex engineering activities with an understanding of the limitations.
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.
PO7. Environment and sustainability: Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
PO8. Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
PO9. Individual and team work: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
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.
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 and in multidisciplinary environments.
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.
On successful completion of the program, the graduates will be able to,
PSO1: Use appropriate algorithms and techniques to develop the solution for computer science and engineering problems.
PSO2: Develop intelligent systems using Artificial Intelligence and Machine Learning algorithms and techniques.