BS ARTIFICIAL INTELLIGENCE (4 YEARS)
A SYMBOL OF EXCELLENCE, INNOVATION AND INTEGRITY
BS Artificial Intelligence is a 4-year degree program at the Department of Emerging Computing Technologies, Emerson University, Multan that exploring AI concepts, machine learning, and data science. It covers programming languages, algorithms, computer vision, and natural language processing. Graduates pursue careers as AI engineers, machine learning specialists, and data scientists. The program focuses on developing intelligent systems and applications. It prepares students for certifications in AI and machine learning.
| Sr.# | Statement |
| PEO-1 | Technical Proficiency: Graduates will demonstrate proficiency in applying AI techniques and algorithms to solve complex problems in various domains, including but not limited to healthcare, finance, and robotics. |
| PEO-2 | Critical Thinking and Problem Solving: Graduates will exhibit strong analytical and critical thinking skills, enabling them to evaluate AI solutions critically and make informed decisions based on data analysis. Graduates will communicate effectively with diverse audiences, collaborating in multidisciplinary teams to design, implement, and present AI solutions. |
| PEO-3 | Lifelong Learning, Adaptability and Responsible AI use: Graduates will engage in lifelong learning to stay current with emerging AI technologies, methodologies, demonstrating adaptability in a rapidly evolving field and committed tp develop responsible AI solutions that consider societal impact and promote fairness. |
| Program Educational Objectives (PEOs) | Graduate Attributes |
| PEO 1: Technical Proficiency | Knowledge Application: GA1 & Technical Skills: GA9 |
| PEO 2: Critical Thinking, Problem Solving and Communication | Analytical Thinking, Problem-Solving Skills: GA2 & Communication Skills, Teamwork: GA4 |
| PEO 3: Lifelong Learning, Adaptability and Responsible AI use | Lifelong Learning, Adaptability: GA7 & Ethical Understanding, Social Responsibility: GA6 |
PLOs | PEO-1 | PEO-2 | PEO-3 |
PLO-1 | ✓ | ✓ | |
PLO-2 | ✓ |
| |
PLO-3 | ✓ |
| |
PLO-4 | ✓ | ✓ | |
PLO-5 | ✓ | ||
PLO-6 |
| ✓ | |
PLO-7 | ✓ |
| |
PLO-8 | ✓ | ✓ |
|
PLO-9 | ✓ |
| |
PLO-10 | ✓ | ✓ |
4 years Degree Program-Bachelor of Science in Artificial Intelligence (BSAI) 45 courses covering 133 credit hours spread over 8 semesters
| Course Groups | Categories as per UGP | No. of courses | Credit Hours |
| Major (Disciplinary) Courses | 27 | 85(57-28) |
| Interdisciplinary/Allied Courses | 6 | 18(18-0) |
| General Education Courses | 12 | 30(28-2) |
| Total: | 45 | 133(103-30) |
Computing Core (46/133) 12 Compulsory Courses
Computing Core (46/133) 12 Compulsory Courses
| Sr. | Course Code | Course Title | Credit Hour |
| 1. | COSC-1102 | Programming Fundamentals | 3 (3-0) |
| 2. | COSC-1202 | Programming Fundamentals (Lab) | 1 (0-1) |
| 3. | COSC-1103 | Object Oriented Programming | 3 (3-0) |
| 4. | COSC-1203 | Object Oriented Programming (Lab) | 1 (0-1) |
| 5. | COSC-1104 | Database Systems | 3 (3-0) |
| 6. | COSC-1204 | Database Systems (Lab) | 1 (0-1) |
| 7. | COSC-1105 | Digital Logic Design | 2 (2-0) |
| 8. | COSC-1205 | Digital Logic Design (Lab) | 1 (0-1) |
| 9. | COSC-2106 | Data Structures | 3 (3-0) |
| 10. | COSC-2206 | Data Structures (Lab) | 1 (0-1) |
| 11. | COSC-2107 | Information Security | 2 (2-0) |
| 12. | COSC-2207 | Information Security (Lab) | 1 (0-1) |
| 13. | COSC-2108 | Artificial Intelligence | 2 (2-0) |
| 14. | COSC-2208 | Artificial Intelligence (Lab) | 1 (0-1) |
| 15. | COSC-2109 | Computer Networks | 2 (2-0) |
| 16. | COSC-2209 | Computer Networks (Lab) | 1 (0-1) |
| 17. | COSC-2110 | Software Engineering | 3 (3-0) |
| 18. | COSC-2111 | Computer Organization & Assembly Language | 2 (2-0) |
| 19. | COSC-2211 | Computer Organization & Assembly Language (Lab) | 1 (0-1) |
| 20. | COSC-3112 | Operating Systems | 2 (2-0) |
| 21. | COSC-3212 | Operating Systems (Lab) | 1 (0-1) |
| 22. | COSC-4113 | Analysis of Algorithms | 3 (3-0) |
| 23. | COSC-4314 | Final Year Project – I | 2 (0-2) |
| 24. | COSC-4315 | Final Year Project – II | 4 (0-4) |
| Total Credit Hours: | 46 (30-16) | ||
Artificial Intelligence Core (18/133) 6 Courses
Artificial Intelligence Core (18/133) 6 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | ARIT-2131 | Programming for AI Domain | 2 (2-0) |
2. | ARIT-2231 | Programming for AI Domain (Lab) | 1 (0-1) |
3. | ARIT-3132 | Machine Learning | 2 (2-0) |
4. | ARIT-3232 | Machine Learning (Lab) | 1 (0-1) |
5. | ARIT-3133 | Knowledge Representation & Reasoning | 2 (2-0) |
6. | ARIT-3233 | Knowledge Representation & Reasoning (Lab) | 1 (0-1) |
7. | ARIT-3134 | Computer Vision | 2 (2-0) |
8. | ARIT-3234 | Computer Vision (Lab) | 1 (0-1) |
9. | ARIT-4135 | Artificial Neural Network & Deep Learning | 2 (2-0) |
10. | ARIT-4235 | Artificial Neural Network & Deep Learning (Lab) | 1 (0-1) |
11. | ARIT-4136 | Parallel & Distributed Computing | 2 (2-0) |
12. | ARIT-4236 | Parallel & Distributed Computing (Lab) | 1 (0-1) |
Total Credit Hours: | 18 (12-6) | ||
Artificial Intelligence Elective (21/133) 7 Courses
Artificial Intelligence Elective (21/133) 7 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | ARIT-xxxx | Theory of Automata | 3 (3-0) |
2. | ARIT-xxxx | Natural Language Processing | 2(2-0) |
3. | ARIT-xxxx | Natural Language Processing (Lab) | 1(0-1) |
4. | ARIT-xxxx | Speech Processing | 2 (2-0) |
5. | ARIT-xxxx | Speech Processing (Lab) | 1(0-1) |
6. | ARIT-xxxx | Data Mining | 2 (2-0) |
7. | ARIT-xxxx | Data Mining (Lab) | 1(0-1) |
8. | ARIT-xxxx | Advanced Statistics | 2 (2-0) |
9. | ARIT-xxxx | Advanced Statistics (Lab) | 1(0-1) |
10. | ARIT-xxxx | Reinforcement Learning | 2 (2-0) |
11. | ARIT-xxxx | Reinforcement Learning (Lab) | 1 (0-1) |
12. | ARIT-xxxx | HCI & Computer Graphics | 2 (2-0) |
13. | ARIT-xxxx | HCI & Computer Graphics (Lab) | 1 (0-1) |
14. | ARIT-xxxx | Fuzzy Systems | 2 (2-0) |
15. | ARIT-xxxx | Fuzzy Systems (Lab) | 1 (0-1) |
16. | ARIT-xxxx | Swarm Intelligence | 2 (2-0) |
17. | ARIT-xxxx | Swarm Intelligence (Lab) | 1 (0-1) |
18. | ARIT-xxxx | Agent Based Modeling | 2 (2-0) |
19. | ARIT-xxxx | Agent Based Modeling (Lab) | 1 (0-1) |
20. | ARIT-xxxx | Knowledge Based Systems | 2 (2-0) |
21. | ARIT-xxxx | Knowledge Based Systems (Lab) | 1 (0-1) |
22. | ARIT-xxxx | Control Engineering | 2 (2-0) |
23. | ARIT-xxxx | Control Engineering (Lab) | 1 (0-1) |
24. | ARIT-xxxx | Robotics | 2 (2-0) |
25. | ARIT-xxxx | Robotics (Lab) | 1 (0-1) |
26. | ARIT-x154 | Generative AI Fundamentals | 2 (2-0) |
27. | ARIT-x254 | Generative AI Fundamentals (Lab) | 1 (0-1) |
Total Credit Hours: | 21 (15-6) | ||
Mathematics & Supporting Courses (12/133) 4 Courses
Mathematics & Supporting Courses (12/133) 4 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | MATH-3181 | Multivariable Calculus | 3(3-0) |
2. | MATH-3182 | Linear Algebra | 3(3-0) |
3. | STAT-2183 | Probability & Statistics | 3(3-0) |
4. | ENGL-3184 | Technical & Business Writing | 3(3-0) |
Total Credit Hours: | 12(12-0) | ||
Elective Supporting Courses (03/133) 1 Courses
Elective Supporting Courses (03/133) 1 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | BUAD-2123 | Principles of Marketing | 3(3-0) |
Total Credit Hours: | 3(3-0) | ||
General Education (30/133) 12 Courses
General Education (30/133) 12 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | COSC-1101 | Application of Information and Communication Technologies (ICT) | 3 (2-1) |
2. | ENGL-1101 | Functional English | 3 (3-0) |
3. | ENGL-1102 | Expository Writing | 3 (3-0) |
4. | MATH-2101 | Quantitative Reasoning – I (Discrete Structure) | 3 (3-0) |
5. | STAT-2101 | Quantitative Reasoning – II (Calculus and Analytic Geometry) | 3 (3-0) |
6. | ISST-1101 | Islamic Studies / Ethics (For Non-Muslims) | 2 (2-0) |
7. | POSC-1101 | Ideology & Constitution of Pakistan | 2 (2-0) |
8. | BUAD-1121 | Principles of Management (Social Sciences) | 2 (2-0) |
9. | PHYS-1103 | Applied Physics (Natural Sciences) | 2 (2-0) |
10. | PHYS-1203 | Applied Physics (Natural Sciences) (Lab) | 1 (0-1) |
11. | COSC-2116 | Professional Practices (Arts & Humanities) | 2 (2-0) |
12. | SOCI-2101 | Civics and Community Engagement | 2 (2-0) |
13. | BUAD-2101 | Entrepreneurship | 2 (2-0) |
STotal Credits: | 30 (28-2) | ||
University Elective Supporting Courses (03/133) 1 Courses
University Elective Supporting Courses (03/133) 1 Courses
Sr. | Course Code | Course Title | Credit Hour |
1. | FLNG-4101 | Arabic | 3(3-0) |
2. | FLNG-4102 | Chinese | 3(3-0) |
3. | FLNG-4103 | French | 3(3-0) |
4. | FLNG-4104 | German | 3(3-0) |
5. | FLNG-4105 | Japanses | 3(3-0) |
6. | FLNG-4106 | Korean | 3(3-0) |
Total Credit Hours: | 3(3-0) | ||