BS(CS) Specialization in Artificial Intelligence

Areas Covered in BS (AI)

Course Group	Credit hours	Min No of Courses
General Education	19	7
University Electives	12	4
Mathematics & Science Foundation	12	4
Computing Core	39	11
Computer Science Core	18	5
AI Core (Domain Core)	18	6
AI Electives (Domain Electives)	12	4
TOTAL	130	41

General Education Courses
Course Code	Pre-req	Course Title	Cr. Hrs
CS-300		Introduction to Information & Communication Technologies	3(2-3)
ENG-305		English Composition & Comprehension	3(3-0)
ENG-325		Communication & Presentation Skills	3(3-0)
ENG-315		Technical & Business Writing	3(3-0)
IS-302		Islamic Studies/ Ethics	2(2-0)
SSH-302		Pakistan Studies	2(2-0)
SSH-307		Professional Practices	3(3-0)
		Total	19
University Elective Courses
SSH-305		Foreign Languages	2(2-0)
SSH-309		Social Service	1(1-0)
MGT-322		Financial Accounting	3(3-0)
MGT-351		Introduction to Marketing	3(3-0)
MGT-411		Introduction to Management	3(3-0)
MGT-515		Introduction to Human Resource Management	3(3-0)
ECON-301		Introduction to Economics	3(3-0)
PSY-600		Psychology	3(3-0)
SSH-304		International Relations	3(3-0)
SSH-308		Personal Grooming & Character Development	2(2-0)
		Total (Any Four of the above)	12
Mathematics and Science Foundation Courses
MTH-310		Calculus & Analytical Geometry	3(3-0)
MTH-435		Linear Algebra	3(3-0)
STT-500		Statistics & Probability	3(3-0)
MTH-415		Differential Equations	3(2-3)
		Total	12-0
Computing Core Courses
CS-323		Programming Fundamentals	4(3-3)
CS-335		Discrete Structures	3(3-0)
CS-423	CS-323	Object Oriented Programming	4(3-3)
CS-400		Database Systems	4(3-3)
CS-443	CS-323	Data Structures & Algorithms	4(3-3)
CS-497		Information Security	3(3-0)
CS-577		Computer Networks	4(3-3)
CS-583		Operating System	4(3-3)
CS-453		Software Engineering	3(3-0)
CS-698		Final Year Project-I	2(0-04)
CS-699	CS-698	Final Year Project-II	4(0-08)
		Total	39
Computer Science Core Courses
CS-632		Artificial Intelligence	4(3-3)
CS-430		Digital Logic Design	4(3-3)
CS-542	CS-443	Analysis of Algorithms	3(3-0)
CS-530	CS-430	Computer Organization & Assembly Language	4(3-3)
CS-687		Parallel & Distributed Computing	3(2-3))
		Total	18
Artificial Intelligence Core Courses
AI-401	CS-632	Programming for Artificial Intelligence	3(2-3)
AI-402	AI-401	Machine Learning	3(2-3)
AI-503	AI-401	Artificial Neural Networks	3(2-3)
AI-504	AI-401	Knowledge Representation & Reasoning	3(3-0)
AI-505	AI-503	Computing Vision	3(2-3)
AI-506	AI-503	Natural Language Processing	3(3-0)
		Total	18
Artificial Intelligence Electives Courses
STT-502		Advance Statistics	3(3-0)
CS-536	CS-335	Theory of Automata & Formal Languages	3(3-0)
AI-403		Data Mining	3(2-3)
AI-404	AI-402	Deep Learning	3(3-0)
AI-501		Speech Processing	3(3-0)
AI-502		Reinforcements Learning	3(3-0)
AI-507		Fuzzy Systems	3(3-0)
AI-508		Evolutionary Computing	3(3-0)
AI-509		Swarm Intelligence	3(3-0)
AI-510		Agent Based Modeling	3(3-0)
AI-511		Knowledge Based Systems	3(3-0)
		Total (Any Four of the Above)	12

4-Year Program (8 Regular Semester of 18 weeks each) (130 Credit Hours)
Semester 1
Course Title	Cr. Hrs	Cont hr	Pre-req
Programming Fundamentals	4(3-3)	3-3
Discrete Structures	3(3-0)	3-0
Calculus & Analytical Geometry	3(3-0)	3-0
Applied Physics	3(3-0)	3-0
English Composition & Comprehension	3(3-0)	3-0

Semester II
Course Title	Cr. Hrs	Cont hr	Pre-req
Object Oriented Programming	4(3-3)	3-3	Prog Fundamentals
Database Systems	4(3-3)	3-3
Digital Logic Design	3(2-3)	2-3
Multivariable Calculus	3(3-0)	3-0
Probability & Statistics	3(3-0)	3-0

Semester III
Course Title	Cr. Hrs	Cont hr	Pre-req
Data Structures & Algorithms	4(3-3)	3-3	Prog. Fundamentals
Software Engineering	3(3-0)	3-0
Artificial Intelligence	4(3-3)	3-3	Object Oriented Prog
Digital Logic Design	4(3-3)	3-3
Differential Equations	3(3-0)	3-0	Cal. & Anal. Geometry
Total	18(15-3)	15-9

Semester IV
Course Title	Cr. Hrs	Cont hr	Pre-req
Computer Networks	4(3-3)	3-3
Computer Org. & Assembly Language	4(3-3)	3-3	Digital Logic Design
Analysis of Algorithms	3(3-0)	3-0	Data Structures & Algo
Programming for Artificial Intelligence	3(2-3)	2-3	Artificial Intelligence
Operating System	4(3-3)	3-3	Data Structures & Algo
Total	18(14-12)	14-12

Semester V
Course Title	Cr. Hrs	Cont hr	Pre-req
Artificial Neural Networks	3(2-3)	2-3	Programming for AI
Machine Learning	3(2-3)	2-3	Programming for AI
Knowledge Representation & Reasonings	3(3-0)	3-0	Programming for AI
AI Elective-1	3(3-0)	3-0
AI Elective-2	3(3-0)	3-0
University Elective-1	3(3-0)	3-0
Total	18(16-3)	16-9

Semester VI
Course Title	Cr. Hrs	Cont hr	Pre-req
Parallel & Distributed Computing	3(2-3)	2-3	OOP, Operating Sys
Computing Vision	3(2-3)	2-3	Artificial Neural Net
Natural Language Processing	3(3-0)	3-0	Artificial Neural Net
AI Elective-3	3(2-3)	2-3
AI Elective-4	3(3-0)	3-0
University Elective-2	3(3-0)	3-0
Total	18(15-3)	15-9

Semester VII
Course Title	Cr. Hrs	Cont hr	Pre-req
Final Year Project-I	2(0-2)	0-6
Information Security	3(3-0)	3-0
University Elective-3	3(3-0)	3-0
Technical & Business Writing	3(3-0)	3-0	Comm. & Present. Skills
Total	11 (09-2)	9-6

Semester VIII
Course Title	Cr. Hrs	Cont hr	Pre-req
Final Year Project - II	4(0-4)	0-12	Final Year Project - I
University Elective-4	3(3-0)	3-0
Professional Practices	3(3-0)	3-0
Pakistan Studies	2(2-0)	2-0
Total	12(8-4)	8-12