Scheme of Studies - KFUEIT

Department of Data Science & Artificial Intelligence

Scheme of Studies

BS Data Science

Semester-I

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
1	DASC-1102		Programming Fundamentals	Core	3	3
2	DASC-1202		Programming Fundamentals-Lab	Core	1	3
3	COSC-1105		Introduction to ICT	GER	2	2
4	COSC-1205		Introduction to ICT-Lab	GER	1	3
5	ISLS-1112		Islamic Studies	GER	2	2
6	ENGL-1118		Functional English	GER	3	3
7	PHYS-1135		Natural Science	GER	3	3
8	DASC-1101		Introduction to Data Science	Domain Core	2	2
9	DASC-1201		Introduction to Data Science-Lab	Domain Core	1	3
Total Credit & Contact Hours					18	24

Semester-2

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
10	DASC-1103	DASC-1102	Object Oriented Programming	Core	3	3
11	DASC-1203		Object Oriented Programming-Lab	Core	1	3
12	SSCI-1115		Social Science	GER	2	2
13	PAKS-1121		Ideology and Constitution of Pakistan	GER	2	2
14	MATH-1106		Quantitative Reasoning-I	GER	3	3
15	DASC-1104		Operating Systems	Core	2	2
16	DASC-1104		Operating Systems-Lab	Core	1	3
17	AINT-2107		Introduction to Artificial Intelligence	Interdisciplinary	2	2
18	AINT-2207		Introduction to Artificial Intelligence-Lab	Interdisciplinary	1	3
19	QURN-1223		Understanding of Quran-I	GER	1	3
Total Credit & Contact Hours					18	26

Semester-3

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
20	MATH-1107		Quantitative Reasoning-II	GER	3	3
21	SSCI-2131		Civics and Community Engagement	GER	2	2
22	MSCI-2113		Introduction to Entrepreneurship	GER	2	2
23	DASC-2102	DASC-1103	Data Structures & Algorithms	Core	3	3
24	DASC-2202		Data Structures & Algorithms -Lab	Core	1	3
25	ENGL-2114		Expository Writing	GER	3	3
26	DASC-2104		Computer Networks	Core	2	2
27	DASC-2204		Computer Networks-Lab	Core	1	3
28	PAKS-1113		Pakistan Studies	GER	2	2
Total Credit & Contact Hours					19	23

Semester-4

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
29	HUSS-1108		Arts & Humanities	GER	2	2
30	MATH-2102		Linear Algebra	Math & Supporting	3	3
31	DASC-2101		Data Visualization	Domain Core	2	2
32	DASC-2201		Data Visualization-Lab	Domain Core	1	3
33	DASC-2103		Database Systems	Core	3	3
34	DASC-2203		Database Systems-Lab	Core	1	3
35	DASC-2105		Artificial Intelligence	Core	2	2
36	DASC-2205		Artificial Intelligence-Lab	Core	1	3
37	DASC-2106	DASC-1103	Software Engineering	Core	3	3
38	QURN-1224		Understanding of Quran-II	GER	1	3
39	ISLS-1140		Seerat of the Holy Prophet Muhammad (SAW)	-	0	0
Total Credit & Contact Hours					19	27

Semester-5

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
40	DASC-3103		Big Data Analytics	Domain Elective	2	2
41	DASC-3203		Big Data Analytics-Lab	Domain Elective	1	3
42	DASC-3109		Theory of Automata	Domain Elective	2	2
43	DASC-3107		Information Security	Core	2	2
44	DASC-3207		Information Security-Lab	Core	1	3
45	DASC-3101		Data Mining	Domain Core	2	2
46	DASC-3201		Data Mining-Lab	Domain Core	1	3
47	ELEN-2100		Digital Logic Design	Core	2	2
48	ELEN-2200		Digital Logic Design-Lab	Core	1	3
Total Credit & Contact Hours					15	23

Semester-6

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
49	DASC-3108	DASC-3107	Parallel & Distributed Computing	Domain Core	2	2
50	DASC-3208		Parallel & Distributed Computing-Lab	Domain Core	1	3
51	DASC-3102		Data Warehousing & Business Intelligence	Domain Core	2	2
52	DASC-3202		Data Warehousing & Business Intelligence-Lab	Domain Core	1	3
53	DASC-3105		Advanced Database Management Systems	Domain Elective	2	2
54	DASC-3205		Advanced Database Management Systems-Lab	Domain Elective	1	3
55	AINT-3104		Machine Learning	Domain Elective	2	2
56	AINT-3204		Machine Learning-Lab	Domain Elective	1	3
57	DASC-3106		Text Mining	Domain Elective	2	2
58	DASC-3206		Text Mining – Lab	Domain Elective	1	3
Total Credit & Contact Hours					15	25

Semester-7

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
59	DASC-4102	ELEC-2100	Computer Organization & Assembly Language	Core	2	2
60	DASC-4202	ELEC-2200	Computer Organization & Assembly Language-Lab	Core	1	3
61	AINT-3103		Artificial Neural Networks & Deep Learning	Domain Elective	2	2
62	AINT-3203		Artificial Neural Networks & Deep Learning-Lab	Domain Elective	1	3
63	STAT-2104		Probability & Statistics	Math & Supporting	3	3
64	DASC-4101		Advanced Statistics	Domain Core	2	2
65	DASC-4201		Advanced Statistics-Lab	Domain Core	1	3
66	DASC-4103	DASC-2102	Analysis of Algorithms	Core	3	3
67	DASC-4301		Final Year Project – I	Core	2	6
Total Credit & Contact Hours					17	27

Semester-8

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
68	DASC-4302	DASC-4301	Final Year Project – II	Core	4	12
69	DASC-4104		HCI & Computer Graphics	Domain Elective	2	2
70	DASC-4204		HCI & Computer Graphics-Lab	Domain Elective	1	3
71	ENGL-3111		Technical & Business Writing	Math & Supporting	3	3
72	MSCI-2116		Principles of Accounting	Elective Supp	3	3
73	DASC-3401		Internship[1]	Mandatory	3	6-8 weeks
Total Credit & Contact Hours					16	26
Program Total Credit & Contact Hours					137	201

BS Artificial Intelligence

Semester-1

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
1	AINT-1102		Programming Fundamentals	Core	3	3
2	AINT-1202		Programming Fundamentals-Lab	Core	1	3
3	COSC-1105		Introduction to ICT	GER	2	2
4	COSC-1205		Introduction to ICT-Lab	GER	1	3
5	ISLS-1112		Islamic Studies	GER	2	2
6	ENGL-1118		Functional English	GER	3	3
7	PHYS-1135		Natural Science	GER	3	3
8	AINT-2107		Introduction to Artificial Intelligence	Interdisciplinary	2	2
9	AINT-2207		Introduction to Artificial Intelligence-Lab	Interdisciplinary	1	3
Total Credit & Contact Hours					18	24

Semester-2

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
10	AINT-1103	AINT -1102	Object Oriented Programming	Core	3	3
11	AINT-1203		Object Oriented Programming-Lab	Core	1	3
12	SSCI-1115		Social Science	GER	2	2
13	PAKS-1121		Ideology and Constitution of Pakistan	GER	2	2
14	MATH-1106		Quantitative Reasoning-I	GER	3	3
15	AINT-1104		Operating Systems	Core	2	2
16	AINT-1104		Operating Systems-Lab	Core	1	3
17	AINT-1101		Programming for Artificial Intelligence	Domain Core	2	2
18	AINT-1201		Programming for Artificial Intelligence-Lab	Domain Core	1	3
19	QURN-1223		Understanding of Quran-I	GER	1	3
Total Credit & Contact Hours					18	26

Semester-3

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
20	MATH-1107		Quantitative Reasoning-II	GER	3	3
21	SSCI-2131		Civics and Community Engagement	GER	2	2
22	MSCI-2113		Introduction to Entrepreneurship	GER	2	2
23	AINT-2102	AINT -1103	Data Structures & Algorithms	Core	3	3
24	AINT-2202		Data Structures & Algorithms -Lab	Core	1	3
25	ENGL-2114		Expository Writing	GER	3	3
26	AINT-2104		Computer Networks	Core	2	2
27	AINT-2204		Computer Networks-Lab	Core	1	3
28	PAKS-1113		Pakistan Studies	GER	2	2
Total Credit & Contact Hours					19	23

Semester-4

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
29	HUSS-1108		Arts & Humanities	GER	2	2
30	MATH-2102		Linear Algebra	Math & Supporting	3	3
31	AINT-2101		Knowledge Representation & Reasoning	Domain Core	2	2
32	AINT-2201		Knowledge Representation & Reasoning -Lab	Domain Core	1	3
33	AINT-2103		Database Systems	Core	3	3
34	AINT-2203		Database Systems-Lab	Core	1	3
35	AINT-2105		Artificial Intelligence	Core	2	2
36	AINT-2205		Artificial Intelligence-Lab	Core	1	3
37	AINT-2106	AINT-1103	Software Engineering	Core	3	3
38	QURN-1224		Understanding of Quran-II	GER	1	3
39	ISLS-1140		Seerat of the Holy Prophet Muhammad (SAW)	-	0	0
Total Credit & Contact Hours					19	27

Semester-5

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
40	AINT-3101		Computer Vision	Domain Core	2	2
41	AINT-3201		Computer Vision-Lab	Domain Core	1	3
42	AINT-3106		Theory of Automata	Domain Elective	3	3
43	AINT-3107		Information Security	Core	2	2
44	AINT-3207		Information Security-Lab	Core	1	3
45	DASC-3101		Data Mining	Domain Elective	2	2
46	DASC-3201		Data Mining-Lab	Domain Elective	1	3
47	ELEN-2100		Digital Logic Design	Core	2	2
48	ELEN-2200		Digital Logic Design-Lab	Core	1	3
Total Credit & Contact Hours					15	23

Semester-6

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
49	AINT-3108	AINT-3107	Parallel & Distributed Computing	Domain Core	2	2
50	AINT-3208		Parallel & Distributed Computing-Lab	Domain Core	1	3
51	AINT-3102		Speech Processing	Domain Elective	2	2
52	AINT-3202		Speech Processing -Lab	Domain Elective	1	3
53	AINT-3103		Artificial Neural Networks & Deep Learning	Domain Core	2	2
54	AINT-3203		Artificial Neural Networks & Deep Learning-Lab	Domain Core	1	3
55	AINT-3104		Machine Learning	Domain Core	2	2
56	AINT-3204		Machine Learning-Lab	Domain Core	1	3
57	AINT-3105		Natural Language Processing	Domain Elective	2	2
58	AINT-3205		Natural Language Processing– Lab	Domain Elective	1	3
Total Credit & Contact Hours					15	25

Semester-7

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
59	AINT-4102	ELEC-2100	Computer Organization & Assembly Language	Core	2	2
60	AINT-4202	ELEC-2200	Computer Organization & Assembly Language-Lab	Core	1	3
61	AINT-4101		Reinforcement Learning	Domain Elective	2	2
62	AINT-4201		Reinforcement Learning -Lab	Domain Elective	1	3
63	STAT-2104		Probability & Statistics	Math & Supporting	3	3
64	DASC-4101		Advanced Statistics	Domain Elective	2	2
65	DASC-4201		Advanced Statistics-Lab	Domain Elective	1	3
66	AINT-4103	AINT-2102	Analysis of Algorithms	Core	3	3
67	AINT-4301		Final Year Project – I	Core	2	6
Total Credit & Contact Hours					17	27

Semester-8

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
68	AINT-4302	AINT-4301	Final Year Project – II	Core	4	12
69	AINT-4104		HCI & Computer Graphics	Domain Elective	2	2
70	AINT-4204		HCI & Computer Graphics-Lab	Domain Elective	1	3
71	ENGL-3111		Technical & Business Writing	Math & Supporting	3	3
72	MSCI-2116		Principles of Accounting	Elective Supp	3	3
73	AINT-3401		Internship[1]	Mandatory	3	6-8 weeks
Total Credit & Contact Hours					16	26
Program Total Credit & Contact Hours					137	201

BS Internet of Things (IoT)

Semester-I

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
1	IOTS-1102		Programming Fundamentals	Core	3	3
2	IOTS-1202		Programming Fundamentals-Lab	Core	1	3
3	COSC-1105		Introduction to ICT	GER	2	2
4	COSC-1205		Introduction to ICT-Lab	GER	1	3
5	ISLS-1112		Islamic Studies	GER	2	2
6	ENGL-1118		Functional English	GER	3	3
7	PHYS-1135		Natural Science	GER	3	3
8	IOTS-1101		Introduction to IoT	Domain Core	2	2
9	IOTS-1201		Introduction to IoT-Lab	Domain Core	1	3
Total Credit & Contact Hours					18	24

Semester-2

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
10	IOTS-1103	IOTS-1102	Object Oriented Programming	Core	3	3
11	IOTS-1203		Object Oriented Programming-Lab	Core	1	3
12	SSCI-1115		Social Science	GER	2	2
13	PAKS-1121		Ideology and Constitution of Pakistan	GER	2	2
14	MATH-1106		Quantitative Reasoning-I	GER	3	3
15	IOTS-1104		Operating Systems	Core	2	2
16	IOTS-1104		Operating Systems-Lab	Core	1	3
17	AINT-2107		Introduction to Artificial Intelligence	Interdisciplinary	2	2
18	AINT-2207		Introduction to Artificial Intelligence-Lab	Interdisciplinary	1	3
19	QURN-1223		Understanding of Quran-I	GER	1	3
Total Credit & Contact Hours					18	26

Semester-3

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
20	MATH-1107		Quantitative Reasoning-II	GER	3	3
21	SSCI-2131		Civics and Community Engagement	GER	2	2
22	MSCI-2113		Introduction to Entrepreneurship	GER	2	2
23	IOTS-2102	IOTS-1103	Data Structures & Algorithms	Core	3	3
24	IOTS-2202		Data Structures & Algorithms -Lab	Core	1	3
25	ENGL-2114		Expository Writing	GER	3	3
26	IOTS-2104		Computer Networks	Core	2	2
27	IOTS-2204		Computer Networks-Lab	Core	1	3
28	PAKS-1113		Pakistan Studies	GER	2	2
Total Credit & Contact Hours					19	23

Semester-4

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
29	HUSS-1108		Arts & Humanities	GER	2	2
30	MATH-2102		Linear Algebra	Math & Supporting	3	3
31	IOTS-2101		Linear Circuit Analysis	Domain Core	2	2
32	IOTS-2201		Linear Circuit Analysis-Lab	Domain Core	1	3
33	IOTS-2103		Database Systems	Core	3	3
34	IOTS-2203		Database Systems-Lab	Core	1	3
35	IOTS-2105		Artificial Intelligence	Core	2	2
36	IOTS-2205		Artificial Intelligence-Lab	Core	1	3
37	IOTS-2106	IOTS-1103	Software Engineering	Core	3	3
38	QURN-1224		Understanding of Quran-II	GER	1	3
39	ISLS-1140		Seerat of the Holy Prophet Muhammad (SAW)	-	0	0
Total Credit & Contact Hours					19	27

Semester-5

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
40	IOTS-3105		Microcontrollers & Microprocessors	Domain Elective	2	2
41	IOTS-3205		Microcontrollers & Microprocessors -Lab	Domain Elective	1	3
42	IOTS-3104		Signals & Systems	Domain Elective	2	2
43	IOTS-3204		Signals & Systems -Lab	Domain Elective	1	3
44	IOTS-3107		Information Security	Core	2	2
45	IOTS-3207		Information Security-Lab	Core	1	3
46	IOTS-4102	ELEC-2100	Computer Organization & Assembly Language	Core	2	2
47	IOTS-4202	ELEC-2200	Computer Organization & Assembly Language-Lab	Core	1	3
48	ELEN-2100		Digital Logic Design	Core	2	2
49	ELEN-2200		Digital Logic Design-Lab	Core	1	3
Total Credit & Contact Hours					15	25

Semester-6

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
50	IOTS-3109		Electrical Network Analysis	Domain Core	2	2
51	IOTS-3209		Electrical Network Analysis-Lab	Domain Core	1	3
52	IOTS-3101	IOTS-2101	Electronic Devices & Circuits	Domain Core	2	2
53	IOTS-3201		Electronic Devices & Circuits-Lab	Domain Core	1	3
54	IOTS-3102		Sensor Interfacing & Single Board Computers	Domain Core	2	2
55	IOTS-3202		Sensor Interfacing & Single Board Computers -Lab	Domain Core	1	3
56	IOTS-3103		Human Computer Interface	Domain Elective	2	2
57	IOTS-3203		Human Computer Interface -Lab	Domain Elective	1	3
58	IOTS-3106		IoT Business Case	Domain Elective	2	2
59	IOTS-3206		IoT Business Case -Lab	Domain Elective	1	3
Total Credit & Contact Hours					15	25

Semester-7

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
60	IOTS-4103	IOTS-2102	Analysis of Algorithms	Core	3	3
61	IOTS-3108		Sensors of IoT	Domain Elective	2	2
62	IOTS-3208		Sensors of IoT -Lab	Domain Elective	1	3
63	STAT-2104		Probability & Statistics	Math & Supporting	3	3
64	IOTS-3107		Introduction to Embedded Systems	Domain Elective	2	2
65	IOTS-3207		Introduction to Embedded Systems – Lab	Domain Elective	1	3
66	IOTS-4101		Network Protocols for IoT	Domain Core	2	2
67	IOTS-4201		Network Protocols for IoT -Lab	Domain Core	1	3
68	IOTS-4301		Final Year Project – I	Core	2	6
Total Credit & Contact Hours					17	27

Semester-8

Sr.#	Course Code	Pre Requisite	Title of the Course	Domain	Cr. Hrs	Cont. Hrs
69	IOTS-4302	IOTS-4301	Final Year Project – II	Core	4	12
70	IOTS-4102		Internet of Robotics	Domain Elective	2	2
71	IOTS-4202		Internet of Robotics -Lab	Domain Elective	1	3
72	ENGL-3111		Technical & Business Writing	Math & Supporting	3	3
73	MSCI-2116		Principles of Accounting	Elective Supp	3	3
74	DASC-3401		Internship[1]	Mandatory	3	6-8 weeks
Total Credit & Contact Hours					18	28
Program Total Credit & Contact Hours					139	205