PEO/PSO/PO

Program Specific Outcomes (PSOs)

PSO1

Innovation and Problem-Solving

Graduates will demonstrate the ability to develop innovative solutions to complex problems and leverage cutting-edge research and technological advancements.

PSO2

Lifelong Learning and Leadership

Graduates will possess the skills and mindset for lifelong learning, adapting to evolving technologies and industry demands while demonstrating leadership in their professional careers.

PSO3

Ethical and Entrepreneurial Excellence

Graduates will exhibit strong ethical values and entrepreneurial skills, contributing positively to society and the industry.

Program Specific Outcomes (PSOs)

PSO1

Innovation and Problem-Solving

Graduates will demonstrate the ability to develop innovative solutions to complex problems and leverage cutting-edge research and technological advancements.

PSO2

Lifelong Learning and Leadership

Graduates will possess the skills and mindset for lifelong learning, adapting to evolving technologies and industry demands while demonstrating leadership in their professional careers.

PSO3

Ethical and Entrepreneurial Excellence

Graduates will exhibit strong ethical values and entrepreneurial skills, contributing positively to society and the industry.

Program Educational Objectives (PEOs)

PEO1

Advanced Technical Proficiency

To excel in applying computer science and engineering principles to solve real-world problems, demonstrating advanced technical proficiency. They will engage in continuous learning to stay abreast of technological advancements.

PEO2

Leadership and Collaboration

To emerge as leaders in their fields, effectively collaborating in diverse and inclusive teams to drive innovation and positive change.

PEO3

Ethical and Entrepreneurial Mindset

To develop a strong ethical foundation and entrepreneurial mindset, enabling them to create impactful and sustainable solutions.

Program Educational Objectives (PEOs)

PEO1

Advanced Technical Proficiency

To excel in applying computer science and engineering principles to solve real-world problems, demonstrating advanced technical proficiency. They will engage in continuous learning to stay abreast of technological advancements.

PEO2

Leadership and Collaboration

To emerge as leaders in their fields, effectively collaborating in diverse and inclusive teams to drive innovation and positive change.

PEO3

Ethical and Entrepreneurial Mindset

To develop a strong ethical foundation and entrepreneurial mindset, enabling them to create impactful and sustainable solutions.

PEO-I

Mathematical and Statistical Proficiency

Outcome: Graduates will develop a strong foundation in mathematics and statistics, enabling them to understand and apply complex algorithms and models in data science and AI.

PEO-II

Data Analysis and Interpretation Skills

Outcome: Students will acquire the ability to collect, process, and analyze large datasets, and draw meaningful insights to inform decision-making.

PEO-III

AI and Machine Learning Competence

Outcome: Graduates will gain expertise in AI and machine learning techniques, including the design, implementation, and evaluation of AI models.

PEO-IV

Programming and Software Development Skills

Outcome: Students will become proficient in programming languages and tools commonly used in data science and AI, such as Python, R, and TensorFlow, enabling them to develop and deploy AI applications.

PSO-I

Advanced Data Science and AI Proficiency:

· Master advanced techniques in data science and specialized AI sub-fields, including machine learning, deep learning, and natural language processing, to develop sophisticated data-driven solutions.

PSO-II

Data Mining and Real-time Analytics:

· Utilize Data Mining technologies and real-time data processing tools to handle large-scale datasets, ensuring efficient analysis and timely insights for decision-making.

PSO-III

Interdisciplinary and Ethical Application:

· Apply data science and AI methodologies to various domains, addressing ethical considerations, fairness, and transparency in AI development and deployment.

PSO-IV

 Innovation, Research, and Industry Collaboration:

· Drive innovation through research and development, engage in industry collaborations, and cultivate an entrepreneurial mindset to create impactful, data-driven solutions and ventures.

• Technical Knowledge and Skills

PO-1

Core Competency in Data Science:

• Demonstrate a comprehensive understanding of data science concepts, methodologies, and tools.
• Apply statistical methods, machine learning algorithms, and data mining techniques to analyze and interpret data.

PO-2

Proficiency in Artificial Intelligence:

• Understand and implement fundamental concepts of artificial intelligence, including neural networks, natural language processing, and computer vision.
• Develop and deploy AI models using appropriate frameworks and tools.

PO-3

Programming and Software Development:

• Write efficient, well-documented code in multiple programming languages (e.g., Python, R, SQL).
• Develop and manage software projects, including version control, debugging, and testing.

• Analytical and Problem-Solving Skills

PO-4

Critical Thinking and Problem-Solving:

• Analyze complex problems and identify appropriate data-driven solutions.
• Apply logical reasoning and critical thinking to interpret results and make informed decisions.

PO-5

Data Analysis and Visualization:

• Utilize data visualization tools and techniques to effectively communicate findings.
• Interpret and present data insights to both technical and non-technical audiences.

• Research and Innovation

PO-6

Research Skills:

• Conduct independent research and contribute to the body of knowledge in data science and AI.
• Stay updated with the latest trends and advancements in the field.

PO-7

Innovation and Creativity:

• Innovate new approaches and techniques in data science and AI.
• Apply creative problem-solving to develop novel solutions.

• Ethical and Social Responsibility

PO-8

Ethical Practices:

• Understand and adhere to ethical principles and standards in data handling, privacy, and AI applications.
• Evaluate the societal and ethical implications of data science and AI solutions.

PO-9

Social Responsibility:

• Recognize the impact of data science and AI on society and contribute to positive social change.
• Promote inclusive and equitable AI solutions.

• Communication and Teamwork

PO-10

Effective Communication:

• Communicate effectively in written, oral, and visual forms.
• Collaborate with multidisciplinary teams and stakeholders.

PO-11

Teamwork and Leadership:

• Work effectively in team settings, demonstrating leadership and collaborative skills.
• Manage projects and lead initiatives in data science and AI.

• Lifelong Learning

PO-12

Continuous Learning:

• Engage in lifelong learning and professional development.
• Adapt to new technologies and methodologies in the rapidly evolving fields of data science and AI.

PO-1

Computational Knowledge: Understand and apply mathematical foundation, computing and domain knowledge for the conceptualization of computing models from defined problems.

PO-2

Problem Analysis: Ability to identify, critically analyze and formulate complex computing problems using fundamentals of computer science and application domains.

PO-3

Design / Development of Solutions: Ability to transform complex business scenarios and contemporary issues into problems, investigate, understand and propose integrated solutions using emerging technologies

PO-4

Conduct Investigations of Complex Computing Problems: Ability to devise and conduct experiments, interpret data and provide well informed conclusions.

PO-5

Professional Ethics: Ability to apply and commit professional ethics and cyber regulations in a global economic environment.

PO-6

Life-long Learning: Recognize the need for and develop the ability to engage in continuous learning as a Computing professional.

PO-7

Modern Tool Usage: Ability to select modern computing tools, skills and techniques necessary for innovative software solutions

PO-8

Project Management and Finance: Ability to understand, management and computing principles with computing knowledge to manage projects in multidisciplinary environments.

PO-9

Communication Efficacy: Communicate effectively with the computing community as well as society by being able to comprehend effective documentations and presentations.

PO-10

Societal & Environmental Concern: Ability to recognize economical , environmental, social, health, legal, ethical issues involved in the use of computer technology and other consequential responsibilities relevant to professional practice.

PO-11

Individual and Team work: Ability to work as a member or leader in diverse teams in multidisciplinary environment.

PO-12

Innovation and Entrepreneurship: Identify opportunities, entrepreneurship vision and use of innovative ideas to create value and wealth for the betterment of the individual and society.

PEO-I

Core Competence: To prepare students to excel in the computing profession by providing solid technical foundations in the field of computer applications

PEO-II

Breadth: To provide students various computing skills like the analysis, design and development of innovative software products to meet the industry needs

PEO-III

Lifelong Learning: To motivate students to pursue lifelong learning and to do research as computing professionals and scientists

PEO-IV

Professionalism: To motivate students to communicate and function effectively in teams in multidisciplinary fields within the global, societal and environmental context.

PSO-I

Enable the students to select the suitable data model, appropriate architecture and platform to implement a system with good performance

PSO-II

Exhibit professionalism, ethical attitude, communication skills, team work in their profession and adapt to current tends by engaging in life long learning.

PSO-III

Understand & apply knowledge on analysis, design and development of applications in the field of computer science and its related disciplines.

PSO-IV

Develop ability to utilize modern technologies, platforms and knowledge for computing practices in innovative carrier path with commitment towards society.

CO 1

Implement linear and non-linear data structure with operations.

CO2

Ability to understand the fundamental concepts in algorithms & analyze algorithms using space & Time complexity.

CO 3

Ability to understand and apply various data structures such as arrays, queues, linked lists, stacks, Trees and graphs.

CO 4

Modify or suggest new data structure for an application.

CO 5

Perceive advanced data structures and perform operations on them.

CO 6

Evaluate the performance of various algorithms.

PO-1

Understand the concepts of key areas in computer science

PO-2

Analyze and apply latest technologies to solve problems in the areas of computer applications

PO-3

Analyze and synthesis computing systems through quantitative and qualitative techniques

PO-4

Communicate effectively in both verbal and written form.

PO-5

Communicate effectively in both verbal and written form

PO-6

Develop practical skills to provide solutions to industry, society and business

PO-7

Acquire Knowledge of mathematical foundations, computer application theory and algorithm principles in the design and modeling of computer-based system

PO-8

Earn caliber to design, analyze and development principles in the construction of complex hardware and software computer systems

PO-9

Demonstrate knowledge of project management principles and apply them to manage and deliver computing projects effectively.

PO-10

Develop analytical and critical thinking skills to evaluate, interpret, and draw conclusions from data and research findings in computing.

PO-11

Understand the impact of computing solutions in a global, economic, environmental, and societal context and demonstrate knowledge of contemporary issues.

PO-12

Encourage innovation and entrepreneurial skills to identify opportunities, develop solutions, and create value in the field of computing.

PEO-I

To facilitate in development of strong fundamentals of Computer Applications that fit as a perfect foundation towards a beginning a professional career in industry

PEO-II

To develop programming skills in learners by using fundamental knowledge of computer science

PEO-III

To apply new designs and solutions to complex real-life problems using existing and/or novel technologies.

PEO-IV

To play a creative role during professional life through turning problems to opportunities and foster personal and organizational growth

PSO-I

Equip themselves to potentially rich & employable field of computer applications.

PSO-II

Pursue higher studies around Computer Science/Applications.

PSO-III

Take up self-employment in Indian & global software market

PSO-IV

Meet the requirements of the Industrial standards

CO1

Understand the foundational concepts of databases, including data modeling, tables, relationships, and keys.

CO2

Design normalized database schemas with optimized tables, relationships, and keys to enhance data organization and efficiency.

CO3

Understand, Construct and execute SQL queries to perform data retrieval, insertion, updating, and deletion.

CO4

Illustrate the functioning of DBMS components, including data storage mechanisms, transaction management, and backup strategies.

CO5

Analyze and implement data integrity constraints and security measures to safeguard databases from unauthorized access and breaches

CO6

To develop a practical knowledge of Database in real time application development.