Computer Science and Engineering(Data Science)
This programme is designed to provide a journey towards mastering Computer Science and Engineering in the field of Data Science. This programme will make the students to understand and expertise in core Computer Science and Engineering concepts and also make them specialized in the field of Data Science. The students will have an opportunity to learn principles, tools and techniques to model various real-world problems, analyze them, and discover useful information. The primary focus of this programme is to equip students with statistical skills, Learning algorithms, knowledge discovery and visualization skills.
- B.Tech. Computer Science and Engineering(Data Science)
Objectives of the Programme
- Equip with fundamental knowledge in Mathematics, Computer and software engineering principles for effective problem solving..
- Inculcate theoretical and practical knowledge of Data Science in the field of Computer Science and Engineering for accurate prediction and better decision making.
- Excel as Software Developer in the area of Data Science or continues higher education at a reputed institution in India or abroad.
- Exhibit professional ethics and moral value with capability of working as an individual and as a team to contribute towards the need of industry and society.
- Foundation Core
- Computer Science & Engineering
- Artificial Intelligence
- Machine Learning
- Project (Research/Industry)
PROGRAMME EDUCATIONAL OBJECTIVES (PEO)
After completion of degree graduate will
PEO1: Formulate, solve and analyze Computer Science and Engineering problems using necessary mathematical, Scientific and engineering fundamentals.
PEO2: Inculcate theoretical and practical knowledge related to Data Science for better prediction and decision making for real world problems.
PEO3: Excel as Software Developer with the focused area of Data Science or continues higher education at a reputed institution in India or abroad.
PEO4: Demonstrate critical thinking, communication, teamwork, leader ship skills and ethical behaviour necessary to function productively and professionally.
PROGRAM OUTCOMES (POs)
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.
PROGRAM SPECIFIC OUTCOMES (PSO)
On successful completion of the program, the graduates will be able to,
PSO1: Apply appropriate algorithmic tools and techniques to design and develop computing system for real world problem.
PSO2:Formulate and use appropriate models of data analysis to solve hidden solutions for various problems