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2400+

Patents since inception have been filed by Chandigarh University

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50+

Open Electives are offered by Chandigarh University

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5 Cr.

have been kept as a reserve by Chandigarh University for Research & Innovation Projects

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Students from Chandigarh University have been hired by Mindtree - Highest in India

Course Curriculum That Satisfies Global Education Standards.

Semester 1st

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT121	Calculus	PC	4	1	0
21SMT122	Algebra	PC	4	1	0
21SMT123	Object Oriented Programming in C++	PC	4	0	0
21UCT141	Communication Skills -Theory	UC	2	0	0
21UCH243	Design Thinking and creativity for Innovation	UC	1	0	0
21SMP124	Calculus Lab	PC	0	0	4
21SMP125	Object Oriented Programming in C++ Lab	PC	0	0	4
21UCP142	Communication Skills -Practical	UC	0	0	2
TOTAL			15	2	10

Note: Massive Open Online Courses (MOOCs) equivalent to 10% of total credits is mandatory to qualify from 1stsemester up to 5th semester of the 3 years degree program.

Semester 2nd

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT171	Real Analysis	PC	4	1	0
21SMT172	Differential Equations	PC	4	1	0
21SMT173	Introduction to DBMS	PC	4	0	0
21UCH247 /21UCH297	Academic Research Paper writing and IPR	UC	1	0	0
21SMP174	Introduction to DBMS Lab	PC	0	0	4
21SMP175	Python Programming Lab	PC	0	0	4
TOTAL			13	2	8

Important: In-house institutional Summer Training of Two weeks (30 hrs) is compulsory after 2nd semester examination and evaluation will be done in 3rd semester

Semester 3rd

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT222	Theory of Real Functions I	PC	4	1	0
21SMT223	Group Theory I	PC	4	1	0
21SMT224	PDE and systems of ODE	PC	4	1	0
22SMT225	Cryptography and Network Security	PC	4	1	0
21SMT226	Logic and Sets	PC	3	1	0
21SMP227	PDE and systems of ODE Lab	PC	0	0	4
TOTAL			19	5	4

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21UCY246	Life Skills and Mentoring-I	UC	0	1	0
21UCY244	Environmental Science, Waste and Disaster Management	UC	2	0	0
21UCY245	Ethics and Gender Equality	UC	1	0	0
21SMY221	In-house institutional Summer Training	TR	0	0	4

Semester 4th

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT271	Numerical Methods	PC	4	1	0
21SMT272	Riemann Integration and series of Functions	PC	4	1	0
21SMT273	Ring Theory and Linear Algebra I	PC	4	1	0
21SMT274	Combinatorial Mathematics	PC	4	1	0
21SMT275	Graph Theory	PC	3	1	0
21UCH299	Entrepreneurship	UC	1	0	0
21SMT261	Domain Aptitude	PC	2	0	0
21TDP255	Soft Skills	HSS	0	0	2
21SMP276	Numerical Methods Lab	PC	0	0	4
21SMN278	Seminar	SM	0	0	2
TOTAL			22	5	8

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21UCY296	Life Skills and Mentoring-II	UC	0	1	0
21SMY281	R programming#	MNG	1	0	0
21SHY258	Basic of Marketing#	MNG	1	0	0
21SMY265	Introduction to Financial Mathematics#	MNG	1	0	0

Important:
# Student can choose one employability enhancement course out of three optional courses offered.
*Institutional/Industrial training of 6 weeks is compulsory after 4thsemester in other institution / industries like IITs, NITs etc. Training will be evaluated in the 5thsemester.

Semester 5th

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT331	Multivariate Calculus	PC	4	1	0
21SMT333	Group Theory II	PC	4	1	0
21SM****	Elective –I #	PE	4	1	0
21SM****	Elective –II#	PE	4	1	0
O *	Open Elective	UOE	3	0	0
21SMI316	Institutional/ Industrial training	TR	0	0	0
TOTAL			19	4	0

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21UCY346	Life Skills and Mentoring-III	UC	0	1	0

Important:
# Students are required to choose both Program Elective I and II from any one group.
**O*** To be decided from Inter-disciplinary course

List of Program Elective Courses for 5th Semester
Group 1: Mathematical Computing

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMA334	Portfolio Optimization	PE	4	1	0
21SMA-335	Boolean Algebra and Automata Theory	PE	4	1	0
21SMA336	Transportation and Game Theory	PE	4	1	0
21SMA337	Introduction to Fuzzy Set Theory	PE	4	1	0

Group 2: Applied Mathematics

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMB334	Industrial Mathematics	PE	4	1	0
21SMB335	Linear Programming	PE	4	1	0
21SMB336	Probability and Statistics	PE	4	1	0
21SMB337	Mathematical Finance	PE	4	1	0

Group 3: Pure Mathematics

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMC334	Analytical Geometry	PE	4	1	0
21SMC335	Number Theory	PE	4	1	0
21SMC336	Theory of Equations	PE	4	1	0
21SMC337	Vector Calculus	PE	4	1	0

Semester 6th

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMT371	Metric Spaces and Complex Analysis	PC	4	1	0
21SMT372	Ring Theory and Linear Algebra II	PC	4	1	0
21SM****	Elective –III#	PE	4	1	0
21SM****	Elective –IV#	PE	4	1	0
21SMP375	Web Designing Lab	PC	0	0	4
TOTAL			16	4	4

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21UCY396	Life Skills and Mentoring-IV	UC	0	1	0

Important:
# Students are required to choose both Program Elective III and IV from any one group.
Social Internship of 30 Hrs is mandatory for every student.

List of Program Elective Subjects for 6th Semester
Group 1: Mathematical Computing

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMA373	Mathematical Modelling	PE	4	1	0
21SMA374	Operating System: Linux	PE	4	1	0
21SMA375	Information Security	PE	4	1	0
21SMA376	Computer Graphics	PE	4	1	0

Group 2: Applied Mathematics

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMB373	Mechanics	PE	4	1	0
21SMB374	Finite Element Methods	PE	4	1	0
21SMB375	Applications of Algebra	PE	4	1	0
21SMB376	Laplace and Fourier Transforms	PE	4	1	0

Group 3: Pure Mathematics

Code	Course Name	Course Type	L	T	P
Code	Course Name	Course Type	L	T	P
21SMC373	Differential Geometry	PE	4	1	0
21SMC374	Econometrics	PE	4	1	0
21SMC375	Functional Analysis	PE	4	1	0
21SMC376	Actuarial Mathematics	PE	4	1	0

Semester 1st

SN	Code	Title	L	T	P	S	C	CH	Co- requisites
1	20SHT131	Inorganic Chemistry-1	3	0	0	-	3	3	20SHP133
2	20SHT132	Organic Chemistry-1	3	0	0	-	3	3	20SHP133
3	20SMT111	Calculus	3	1	0	-	4	4	20SMT152
4	20SMT112	Algebra & Trigonometry	3	1	0	-	4	4	20SMA313
5	20SPT117	Mechanics	3	1	0	-	4	4	20SPP213
6	20SPT118	Electricity & Magnetism	3	0	0	-	3	3	20SPP253
7	20SHP133	Chemistry Lab- I	0	0	2	-	1	2	20SHT131 20SHT132
8	20SPP119	Physics Lab-I	0	0	2	-	1	2	20SPT151
Total			18	3	4	-	23	25
10	20UCY-146	Life Skills and Mentoring-I	0	1	0	-	1	1
11	20UCY-144	Environment, Waste and Disaster Management	3	0	0	-	3	3

Semester 2nd

Sr.no	Code	Title	L	T	P	S	C	CH	Prerequisite	Co- requisites
1	20SHT181	Inorganic Chemistry- II	3	0	0	-	3	3	20SHT131	20SHP184
2	20SHT182	Physical Chemistry –I	3	0	0	-	3	3		20SHP184
3	20SMT151	Ordinary Differential Equations	3	1	0	-	4	4
4	20SMT152	Analysis	3	1	0	-	4	4		20SMT111
5	20SPT151	Waves & Optics	3	0	0	-	3	3	20SPT118	20SPP119
6	20SHT183	Basic Analytical Chemistry	2	0	0	-	2	2
7	20LET160	English Communication	2	0	0	-	2	2		20LEP161
8	20SHP184	Chemistry Lab –II	0	0	2	-	1	2		20SHT181,20SHT182,20SHT183
9	20SPP153	Physics Lab-II	0	0	2	-	1	2	20SPP119	20SPT151
10	20LEP161	English Communication Lab	0	0	2	-	1	2		20LET160
Total			19	2	6	-	24	27
11	20UCY186	Life Skills and Mentoring-II	0	1	0	-	1	1
12	20SMM161	MOOCS	0	0	0	8	4	-

Semester 3rd

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co- requisites
1	20SHT231	Organic Chemistry-II	3	0	0	-	3	3	-	20SHP233
2	2SHT232	Physical Chemistry-II	2	0	0	-	2	2	20SHT182	20SHP233
3	20SMT212	Mechanics (Statics & Dynamics)	3	0	0	-	3	3	20SPT117	20SPP213
4	20SPT211	Laser & Fiber Optics	3	0	0	-	3	3	20SPT151	20SPP213
5	20SPT212	Quantum Physics-I	3	0	0	-	3	3	20SPT117 20SPT118	20SPP153
6	20SPT244	Computer Programming for Scientists	2	0	0	-	2	2		20SPT245
7	20SHP233	Chemistry lab –III	0	0	2	-	1	2		20SHT23120SHT232
8	20SPP213	Physics Lab –III	0	0	2	-	1	2	20SPT118	20SPP153
9	20SPP245	Computer Programming for Scientists Lab	0	0	2	-	1	2		20SPT244
Total			16	0	6	-	19	22
10	20SMY221	Institutional Summer Training	0	0	4	-	2	-
11	20UCX247	Gender Equity & Women Empowerment	0	0	0	2	1	0
12	20UCY246	Life Skills and Mentoring-III	0	1	0	0	1	1
13	20SMM235	MOOCS(MNG)	0	0	0	8	4	-

Semester 4th

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co- requisites
1	20SHT281	Organic Chemistry III	3	0	0	-	3	3	20SHT231	20SHP282
2	20SMT253	Discrete Mathematics	3	0	0	-	3	3
3	20SMT254	Co-ordinate Geometry	3	1	0	-	4	4		20SMA314
4	20SPT251	Statistical Physics & Thermodynamics	3	0	0	-	3	3	20SPT212	20SPT252
5	20SPT252	Physics of Atoms &Molecules	3	0	0	-	3	3	20SPT212	20SPP253
6	20SMT256	Technical Aptitude for B.Sc.Non Medical	0	2	0	-	2	2
7	20TDP201	Soft Skill	0	0	2	-	2	2
8	20SHP282	Chemistry Lab-IV	0	0	2	-	1	2		20SHT281
9	20SPP253	Physics Lab-IV	0	0	2	-	1	2	20SPP213	20SPT251
Total			15	3	6	-	22	24
10	20UCY296	Life Skills and Mentoring-IV	0	1	0	-	1	1
11	20SMM263	MOOCS(MNG)	0	0	0	4	2	-
12	20UCX299	Entrepreneurship	0	0	0	2	1	-
13	20UCX295	Social and Professional Ethics	0	0	0	2	1	-
14	20SPY267	Battery Technology	1	0	0		1	1
15	20SMY264	Fundamentals of Marketing Management	1	0	0	-	1	1
16	20SMY265	Introduction to Financial Mathematics	1	0	0	-	1	1

Semester 5th

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co- requisites
1	20SH-**	Chemistry Elective –I	4	0	0	-	4	4
2	20SP-**	Physics Elective-I	4	0	0	-	4	4	20SPT252	20SPT212
3	20SM-**	Mathematics Elective-I	4	1	0	-	5	5
4	20O *	Open Elective	3	0	0	-	3	3
5	20LPA308/ HHB-308	Punjabi/ History Culture of Punjab	2	0	0	-	2	2
6	20SHP331	Chemistry Lab-V	0	0	2	-	1	2
7	20SPP315	Physics Lab- V	0	0	3	-	1.5	3	20SPP253	20SPT118
8	20SHI316 /20SMI316 /20SPI316	Institutional/ Industrial training *	0	0	0	12	6	-
Total			17	1	5	0	26.5	23

Semester 6th

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co- requisites
1	20SH-**	Chemistry Elective –II	4	0	0	-	4	4
2	20SP-**	Physics Elective-II	4	0	0	-	4	4	20SPT252
3	20SM-**	Mathematics Elective-II	4	1	0	-	5	5
4	20SPT357	Renewable Energy and Energy Harvesting	2	0	0	-	2	2
5	20SHP381	Chemistry Lab- VI	0	0	2	-	1	2
6	20SPP356	Physics Lab-VI	0	0	3	-	1.5	3	20SPP315	20SPT118
Total			14	1	5	-	17.5	20

List of Elective I (Mathematics)
Semester 5th

SN	Code	Title	L	T	S	Sl	C	CH	Prerequisite	Co- requisites
1	20SMA311	Introduction to Partial Differential Equations	4	1	-	-	5	5	20SMT151	20SMB313
2	20SMA312	Probability and Statistics	4	1	-	-	5	5	S	20SMB312
3	20SMA313	Modern Algebra	4	1	-	-	5	5	20SMT112	20SMB311
4	20SMA314	Linear Programming	4	1	-	-	5	5	20SMT112

List of Elective I (Chemistry)
Semester 5th

SN	Code	Title	L	S	Sl	C
1	20SHA317	Environmental Chemistry	4	-	-	4
2	20SHA320	Analytical Methods in Chemistry	4	-	-	4
3	20SHA319	Instrumental Methods of Analysis	4	-	-	4
4	20SHA318	Green Chemistry	4	-	-	4

List of Elective I (Physics)
Semester 5th

SN	Code	Title	L	S	SI	C	CH	Prerequisite	Co- requisites
1	20SPA311	Condensed Matter Physics	4	-	-	4	4	20SPT252	20SPT212
2	20SPA312	Electronics –I	4	-	-	4	4	20SPT252 20SPP315	20SPT212
3	20SPA313	Basics of Microprocessors& Microcontroller	4	-	-	4	4	20SPT252 20SPP315	20SPT212
4	20SPA314	Nano Materials	4	-	-	4	4	20SPT252 20SPT212

List of Electives II (Mathematics)
Semester 6th

SN	Code	Title	L	T	S	SI	C	CH	Prerequisite	Co- requisites
1	20SMB351	Introduction to Linear Algebra	4	1	-	-	5	5	20SMA313	20SMT112
2	20SMB352	Actuarial Mathematics	4	1	-	-	5	5
3	20SMB353	Laplace Transforms and Fourier Series	4	1	-	-	5	5		20SMT112
4	20SMB354	Basic Numerical Methods	4	1	-	-	5	5		20SMT111

List of Electives II (Chemistry)
Semester 6th

SN	Code	Title	L	S	SI	C	CH
1	20SHB357	Polymer Chemistry	4	-	-	4	4
2	20SHB358	Novel Inorganic Solids	4	-	-	4	4
3	20SHB361	Inorganic Materials for Industrial Importance	4	-	-	4	4
4	20SHB362	Molecular Modeling and Drug Design	4	-	-	4	4

List of Electives III (Physics)
Semester 6th

SN	Code	Title	L	S	SI	C	CH	Prerequisite	Co- requisites
1	20SPB351	Nuclear & Particle Physics	4	-	-	4	4	20SPT252	20SPP356
2	20SPB352	Electronics –II	4	-	-	4	4	20SPP356	20SPP315
3	20SPB353	Astrophysics	4	-	-	4	4	Basic knowledge of Astrophysics	Nil
4	20SPB354	Optoelectronics	4	-	-	4	4	20SPT151	20SPP315

Semester 1st

SN	Code	Title	L	T	P	S	C	CH	Co-requisites
1	20SCT111	Computer Programming	3	0	0	-	3	3	20SCP111
2	20SMT111	Calculus	3	1	0	-	4	4
3	20SMT112	Algebra & Trigonometry	3	1	0	-	4	4
4	20SMT114	Probability Theory & Random Process	3	0	0	-	3	3
5	20SMT115	Descriptive Statistics	3	0	0	-	3	3	20SMP116
6	20SCP113	Computer Programming Lab	0	0	2	-	1	2	20SCT111
7	20SMP116	Descriptive Statistics Lab	0	0	2	-	1	2	20SMT115
Total			15	2	4	0	19	21
8	20UCY146	Life Skills and Mentoring-I	0	1	0	-	1	1
9	20UCY144	Environment, Waste and Disaster Management	3	0	0	-	3	3

Semester 2nd

SN	Code	Title	L	T	P	S	C	CH	Pre-requisite	Co-requisites
1	20SCT151	Object Oriented Programming	3	0	0	-	3	3	20SCT111	20SCP151
2	20SCT157	Software Engineering	3	0	0	-	3	3
3	20SMT151	Ordinary Differential Equations	3	1	0	-	4	4	20SMT111
4	20SMT152	Analysis	3	1	0	-	4	4
5	20SMT154	Probability Distributions	3	0	0	-	3	3	20SMT114
6	20SMT155	Mathematical Type Setting System: LaTeX	2	0	0	-	2	2
7	20LET160	English Communication	2	0	0	-	2	2		20LEP161
8	20SCP155	Object Oriented Programming Lab	0	0	2	-	1	2	20SCP111	20SCT151
9	20SMP156	SPSS Lab	0	0	2	-	1	2	20SMT114	20SMT154
10	20LEP161	English Communication Lab	0	0	2	-	1	2		20LET160
Total			19	2	6	0	24	27
11	20UCY186	Life Skills and Mentoring-II	0	1	0	-	1	1
12	20SMM161	MOOCS (MNG)	0	0	0	-	4	-

Semester 3rd

SN	Code	Title	L	T	P	S	C	CH	Pre-requisite	Co-requisites
1	20SCT221	Data Structures	0	2	0	-	2	2	20SCT151	20SCP211
2	20SCT223	Computer Network	3	0	0	-	3	3
3	20SMT211	Coordinate Geometry	3	1	0	-	4	4
4	20SMT214	Introduction to Linear Programming	3	1	0	-	4	4
5	20SMT215	Statistical Inference-I	3	0	0	-	3	3
6	20SMT216	Statistical Simulation	3	0	0	-	3	3		20SMP217
7	20SCP211	Data Structures Lab	0	0	2	-	1	2	20SCP151	20SCT211
8	20SMP217	Statistical Simulation Lab using R Programming	0	0	2	-	1	2		20SMT216

Total			15	4	4	0	21	23
9	20SMY221	Institutional Summer Training	0	0	4	-	2	-
10	20UCX247	Gender Equity & Women Empowerment	0	0	0	2	1	0
11	20UCY246	Life Skills and Mentoring-III	0	1	0	0	1	1
12	20SMM235	MOOCS(MNG)	0	0	0	-	4	-

Semester 4th

SN	Code	Title	L	T	P	S	C	CH	Pre-requisite	Co-requisites
1	20SCT262	System Software and Operating System	3	0	0	-	3	3
2	20SCT266	Data Base Management Systems	3	0	0	-	3	3		20SCP267
3	20SMT253	Discrete Mathematics	3	1	0	-	4	4
4	20SMT255	Sample Surveys, Analysis and Design of Experiments	3	0	0	-	3	3		20SMP258
5	20SMT256	Statistical Inference-II	3	0	0	-	3	3	20SMT215
6	20SMT257	Introduction to MATLAB	2	0	0	-	2	2	20SCT111
7	20TDP201	Soft Skills	0	0	2	-	1	2
8	20SMT261	Domain Technical Aptitude	2	0	0	-	2	2
9	20SCP267	Data Base Management Systems Lab	0	0	2	-	1	2		20SCT266
10	20SMP258	Inference& Design of Experiments Lab	0	0	2	-	1	2	20SMT215	20SMT255, 20SMT256
Total			19	1	6	0	23	26
11	20UCY296	Life Skills and Mentoring-IV	0	1	0	-	1	1
12	20SMM263	MOOCS(MNG)	0	0	0	-	4	-
13	20UCX299	Entrepreneurship	0	0	0	2	1	-
14	20UCX295	Social and Professional Ethics	0	0	0	2	1	-
15	20SMY662	Basics of Java Programming	1	0	0	-	1	1
16	20SMY663	Merchant Banking and Financial Service	1	0	0	-	1	1
17	20SMY664	Fundamentals of Marketing Management	1	0	0	-	1	1

Semester 5th

SN	Code	Title	L	T	P	S	C	CH
1	20SCA***	Computer Elective –I	4	0	0	-	4	4
2	20SMA***	Statistics Elective-I	4	0	0	-	4	4
3	20SMA***	Mathematics Elective-I	4	1	0	-	5	5
4	O *	Open Elective	3	0	0	-	3	3
5	20LPA308/ 20HHB308	Punjabi/ History Culture of Punjab	2	0	0	-	2	2
6	20SCP322	Web Designing Lab	0	0	2	-	1	2
7	20SMI316	Institutional/ Industrial training *	0	0	0	12	6	30
Total			17	1	2	12	25	50
8	20SMM332	MOOCS (MNG)	0	0	0	-	4	-

Semester 6th

SN	Code	Title	L	T	P	S	C	CH
1	C	Computer Elective –II	4	0	0	-	4	4
2	20SMB***	Statistics Elective-II	4	0	0	-	4	4
3	20SMB***	Mathematics Elective-II	4	1	0	-	5	5
4	20SCT382	Data Analysis using Python	2	0	0	-	2	2
5	20SCP381	Linux Programming Lab	0	0	2	-	1	2
Total			14	1	2	0	16	17

List of Elective I (Computer Science)
Semester 5th

SN	Code	Title	L	S	C	CH
1	20SCA311	Social Media and Analytic using SCO	4	-	4	4
2	20SCA317	Design and Analysis of Algorithms	4	-	4	4
3	20SCA318	Computer System Architecture	4	-	4	4
4	20SCA321	Business Intelligence	4	-	4	4

List of Elective I (Statistics)
Semester 5th

SN	Code	Title	L	S	C	CH
1	20SMA317	Queuing Theory and Applications	4	-	4	4
2	20SMA318	Index Numbers and Time Series Analysis	4	-	4	4
3	20SMA321	Econometric Theory	4	-	4	4
4	20SMA322	Vital Statistics	4	-	4	4

List of Elective I (Mathematics)
Semester 5th

SN	Code	Title	L	T	S	C	CH
1	20SMA311	Introduction to Partial Differential Equations	4	1	-	5	5
2	20SMA313	An Introductory Abstract Algebra	4	1	-	5	5
3	20SMA315	Mathematical Finance	4	1	-	5	5
4	20SMA316	An Introductory Complex Analysis	4	1	-	5	5

List of Elective II (Computer Science)
Semester 6th

SN	Code	Title	L	S	C	CH
1	20SCB351	Digital Image Processing	4	-	4	4
2	20SCB352	Cyber Security	4	-	4	4
3	20SCB353	Digital Marketing	4	-	4	4
4	20SCB3514	Computer Graphics	4	-	4	4

List of Elective II (Statistics)
Semester 6th

SN	Code	Title	L	S	C	CH
1	20SMB355	Industrial Statistics	4	-	4	4
2	20SMB356	Quality Control	4	-	4	4
3	20SMB357	Bayesian Statistics	4	-	4	4
4	20SMB358	Reliability Theory	4	-	4	4

List of Elective II (Mathematics)
Semester 6th

SN	Code	Title	L	T	S	C	CH
1	20SMB351	An Introductory Linear Algebra	4	1	-	5	5
2	20SMB352	Actuarial Mathematics	4	1	-	5	5
3	20SMB353	Laplace Transforms and Fourier Series	4	1	-	5	5
4	20SMB354	An Introductory Numerical Methods	4	1	-	5	5

Semester 1st

SN	Code	Title	L	T	P	S	C	CH	Prerequisites	Co-requisites
1	20SMT611	Real Analysis	3	0	0	-	3	3	-	-
2	20SMT612	Linear Algebra	3	1	0	-	4	4	-	-
3	20SMT613	Differential Equations	3	1	0	-	4	4	-	-
4	20SMT614	Complex Analysis	3	1	0	-	4	4	-	-
5	20SMT615	Object oriented Programming in C++	3	0	0	-	3	3	-	20SMP616
6	20SMP616	Object oriented Programming in C++Lab	0	0	2	-	1	2	-	20SMT615
7	20SMN617	Seminar-I (Presentation)	0	2	0	-	2	2	-	-
8	20SMT618	Fundamentals of Research Methodology	2	0	0	-	2	2	-	-
Total			17	5	2	-	23	24

Semester 2nd

SN	Code	Title	L	T	P	S	C	CH	Prerequisites	Co-requisites
1	20SMT651	Functional Analysis	4	0	0	-	4	4	20SMT611	-
2	20SMT652	Abstract Algebra	4	0	0	-	4	4	20SMT612	-
3	20SMT653	Classical Mechanics	4	0	0	-	4	4	20SMT613	-
4	20SMT654	Mathematical Methods	4	1	0	-	5	5	20SMT613	-
5	20SMT655	Numerical Analysis	4	1	0	-	5	5	20SMT611 20SMT612 20SMT613	20SMP656
6	20SMP656	Numerical Analysis Lab	0	0	2	-	1	2	-	20SMT655
7	20SMP657	Fundamentals of LaTeX	0	0	2	-	1	2	-	-
8	20SMN658	Seminar-II* (Review Paper)	0	0	2	2	2	2	20SMT618	-
9	20SMT681	Technical Aptitude for Maths	2	0	0	-	2	2	-	-
Total			22	2	6	2	28	30
10	20SMM682	MOOCS (MNG)	0	0	0	-	5	-	-	-
11	20SMY683	Basics of Python Programming	1	0	0	-	1	1	-	-
12	20SSY663	Fundamentals of Stock Market	1	0	0	0	1	1	-	-
13	20SDY664	Introduction to Artificial Intelligence	1	0	0	0	1	1	-	-

Semester 3rd
Module-I (Without Dissertation)

SN	Code	Title	L	T	P	S	C	CH	Prerequisites	Co-requisites
1	20SMT711	Topology	4	0	0	-	4	4	20SMT611	-
2	20SMT712	Mathematical Statistics	3	1	0	-	4	4	-	20SMP718
3	20SMT713	Optimization Techniques	3	1	0	-	4	4	-	-
4	20SM71	Elective-I	4	0	0	-	4	4	-	---
5	20SM71	Elective-II	4	0	0	-	4	4	-	---
6	20SM71	Elective-III	4	0	0	-	4	4	-	---
7	20TDP701	Soft Skills	0	0	2	-	1	2	-	-
8	20SMP718	Mathematical Statistics Lab	0	0	2	-	1	2	-	20SMT712
Total			22	2	4	-	26	28
9	20SMM721	MOOCS (MNG)	0	0	0	-	5	-	-	-

Semester 3rd
Module-II (With Dissertation)

SN	Code	Title	L	T	P	S	C	CH	Prerequisites	Co-requisites
1	20SMT711	Topology	4	0	0	-	4	4	20SMT611	-
2	20SMT712	Mathematical Statistics	3	1	0	-	4	4	-	20SMP718
3	20SMT713	Optimization Techniques	3	1	0	-	4	4	-	-
4	20SM71	Elective-I	4	0	0	-	4	4	-	---
5	20SM71	Elective-II	4	0	0	-	4	4	-	---
6	20SMR721	Dissertation (Part-I)	0	0	0	8	4	-	-	--
7	20TDP205	Soft Skills	0	0	2	-	1	2	-	---
8	20SMP718	Mathematical Statistics Lab	0	0	2	-	1	2	-	20SMT712
Total			18	2	4	8	26	24
9	20SMM721	MOOCS (MNG)	0	0	0	-	5	-	-	-

Semester 4th
Module-I (Without Dissertation)

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SM75	Elective-IV	4	-	4	4	-	---
2	20SM75	Elective-V	4	-	4	4	-	---
3	20SM75	Elective-VI	4	-	4	4	-	---
4	20SMT758	Graph Theory and Applications	4	-	4	4	-	---
Total			16	-	16	16

Semester 4th
Module-II (With Dissertation)

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMT758	Graph Theory and Applications	4	-	4	4	-	-
2	20SMR761	Dissertation (Part-II)	0	24	12	-	20SMR721	-
Total			4	24	16	4

List of Elective Subjects for 3rd Semester
Group 1: Mathematical Computing

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMA711	Soft Computing	4	-	4	4	20SMT713	-
2	20SMA712	Optimal Control Theory	4	-	4	4	20SMT612	-
3	20SMA713	Software Engineering	4	-	4	4	-	-
4	20SMA714	Design and Analysis of Algorithms	4	-	4	4	-	-
5	20SMA715	Theory of Computation	4	-	4	4	-	-
6	20SMA716	Data Structure & Algorithms	4	-	4	4	-	20SMA717
7	20SMA717	Computer Networks	4	-	4	4	-	20SMA716

List of Elective Subjects for 3rd Semester
Group 2: Applied Mathematics

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMB711	Fluid Dynamics	4	-	4	4	20SMT653	20SMB716 20SMB712
2	20SMB712	Solid Mechanics	4	-	4	4	20SMT653	20SMB711
3	20SMB713	Advanced Numerical Analysis	4	-	4	4	20SMT655	-
4	20SMB714	Advanced Partial Differential Equations	4	-	4	4	-	-
5	20SMB715	Finite Element Methods	4	-	4	4	20SMT655	-
6	20SMB716	Space Dynamics	4	-	4	4	-	20SMB711
7	20SMB717	Bio-Mechanics	4	-	4	4	20SMT653	-

List of Elective Subjects for 3rd Semester
Group 3: Pure Mathematics

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMC711	Number Theory	4		4	4	20SMT652	-
2	20SMC712	Advanced Complex Analysis	4	-	4	4	20SMT614	-
3	20SMC713	An Introduction to Fixed Point Theory	4	-	4	4	20SMT651	-
4	20SMC714	Actuarial Mathematics-I	4	-	4	4	-	-
5	20SMC715	Finite Field Theory	4	-	4	4	20SMT652	-
6	20SMC716	Coding Theory	4	-	4	4	-	-
7	20SMC717	Differential Geometry	4	-	4	4	-	-

List of Elective Subjects for 4th Semester
Group 1: Mathematical Computing

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMA751	Fuzzy Set Theory & Applications	4	-	4	4	-	-
2	20SMA752	Combinatorial Optimization	4	-	4	4	20SMT713	-
3	20SMA753	Computer Organization And Operating Systems	4	-	4	4	-	-
4	20SMA754	Evolutionary Algorithms and Numerical Optimization	4	-	4	4	20SMT655 20SMT713	-
5	20SMA755	Statistical Inference	4	-	4	4	20SMT712	20SMA756
6	20SMA756	Data Analysis	4	-	4	4	20SMT712	20SMA755
7	20SMA757	Mathematical Modeling and Simulation Techniques	4	-	4	4	-	-

List of Elective Subjects for 4th Semester
Group 2: Applied Mathematics

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMB751	Advance Optimization Techniques	4	-	4	4	20SMT713	-
2	20SMB752	Applied Solid Mechanics	4	-	4	4	20SMB712	-
3	20SMB753	Computational Fluid Dynamics	4	-	4	4	20SMB711	20SMB754 20SMB755
4	20SMB754	Viscous Fluid Dynamics	4	-	4	4	20SMB711	20SMB753 20SMB755
5	20SMB755	Bio-Fluid Dynamics	4	-	4	4	20SMB711	20SMB753 20SMB754
6	20SMB756	Mathematical Aspects of Seismology	4	-	4	4	20SMB711 20SMB712	-
7	20SMB757	Wavelet and Applications	4	-	4	4	20SMB711	-

List of Elective Subjects for 4th Semester
Group 3: Pure Mathematics

SN	Code	Title	L	S	C	CH	Prerequisites	Co-requisites
1	20SMC751	Analytical Number Theory	4	-	4	4	20SMC711	-
2	20SMC752	Operator Theory	4	-	4	4	20SMT651	-
3	20SMC753	Cryptography	4	-	4	4	-	-
4	20SMC754	Advanced Topology	4	-	4	4	20SMT711	-
5	20SMC755	Mathematics for Finance & Insurance	4	-	4	4	-	-
6	20SMC756	Actuarial Mathematics-II	4	-	4	4	20SMC714	-
7	20SMC757	Measure Theory	4	-	4	4	20SMT611	-

Semester 1st

SN	Code	Title	L	T	P	S	C	CH	Perquisite	Co- requisites
1	20SMT612	Linear Algebra	3	1	0	-	4	4	-	-
2	20SMT611	Real Analysis	3	0	0	-	3	3	-	-
3	20SST611	Probability Theory	3	1	0	-	4	4	-	20SSP614
4	20SMT614	Complex Analysis	3	1	0	-	4	4	-	-
5	20SST612	Sample Surveys	3	0	0	-	3	3	-	20SSP614
6	20SST613	Distribution Theory	3	0	0	-	3	3	-	20SSP614
7	20SSP614	Statistical Computing Lab-I Using SPSS	0	0	2	-	1	2	-	20SST611, 20SST612, 20SST613
8	20SMN617	Seminar-I(Presentation)	0	2	0	-	2	2	-	-
9	20SMT618	Fundamentals of Research Methodology	2	0	0	-	2	2	-	-
Total			20	5	2	-	26	27

Semester 2nd

SN	Code	Title		L	T	P	S	C	CH	Perquisite	Co- requisites
1	20SST651	Statistical Inference-I		4	0	0	-	4	4	20SST613	20SSP655
2	20SST652	Linear Models and Regression Analysis		3	1	0	-	4	4	-	20SSP655
3	20SST653	Actuarial Statistics		4	0	0	-	4	4	-	-
4	20SST654	Design of Experiments		3	1	0	-	4	4	20SST612	-
5	20SMT655	Numerical Analysis		3	1	0	-	4	4	-	-
7	20SSP655	Statistical Computing Lab-II		0	0	2	-	1	2	20SST613	20SST651 20SST652
8	20SMP657	Fundamentals of La-TeX		0	0	2	-	1	2	-	-
9	20SMN658	*Seminar-II(Review Paper)		0	0	2	2	2	2	20SMT618	-
10	20SST659	Technical Aptitude for Statistics		0	2	0		2	2	-	-
Total				17	5	6	2	26	28	-
20SSM661			MOOCS(MNG)	0	0	0	-	5	-	-	-
20SSY662			Fundamentals of Geostatistics	1	0	0	0	1	15	-	-
20SSY663			Fundamentals of Stock Market	1	0	0	0	1	15	-	-
20SDY664			Introduction to Artificial Intelligence	1	0	0	0	1	1	-	-

Semester 3rd
Module-I (Without Dissertation)

SN	Code	Title	L	T	P	S	C	CH	Perquisite	Co- requisites
1	20SST711	Statistical Inference-II	4	0	0	-	4	4	20SST651	20SSP714
2	20SST712	Multivariate Analysis	3	1	0	-	4	4	-	20SSP714
3	20SMT713	Optimization Techniques	3	1	0	-	4	4	-	None
4	20SST713	Stochastic Processes	4	0	0	-	4	4	20SST651
5	20SST***	Elective-I	4	0	0	-	4	4	-	-
6	20SST***	Elective-II	4	0	0	-	4	4	-	-
7	20SSP714	Statistical Computing Lab-III	0	0	2	-	1	2	20SST651	20SST711 20SST712
8	20TDP701	Soft Skills	0	0	2	-	1	2	-	-
Total			22	2	4	-	26	28

Semester 3rd
Module-I (With Dissertation)

SN	Code	Title	L	T	P	S	C	CH	Perquisite	Co- requisites
1	20SST711	Statistical Inference-II	4	0	0	-	4	4	Statistical Inference-I	20SSP714
2	20SST712	Multivariate Analysis	3	1	0	-	4	4	Statistical Tests	20SSP714
3	20SMT713	Optimization Techniques	3	1	0	-	4	4	Basic Knowledge of Linear Programming
4	20SST713	Stochastic Processes	4	0	0	-	4	4	Statistical Inference-I
5	20SST***	Elective-I	4	0	0	-	4	4
6	20SSR715	Dissertation Part-I	0	0	0	8	4	-	None
7	20SSP714	Statistical Computing Lab-III	0	0	2	-	1	2	Statistical Inference-I	20SST711 20SST712
8	20TDP701	Soft Skills	0	0	2	-	1	2
Total			18	2	4	8	26	24

Semester 4th
Module-I (Without Dissertation)

SN	Code	Title	L	S	C	CH	Perquisite	Co- requisites
1	20SST751	Time Series Analysis	4	-	4	4	20SST713	20SSP752
2	20SST***	Elective-III	4	-	4	4	-	-
3	20SST***	Elective-IV	4	-	4	4	-	-
4	20SST***	Elective-V	4	-	4	4	-	-
Total			16	-	16	16

Semester 4th
Module-II (With Dissertation)

SN	Code	Title	L	S	C	CH	Perquisite	Co- requisites
1	20SST751	Time Series Analysis	4	-	04	4	20SST713	20SSP752
2	20SSR755	Dissertation Part-II	0	24	12	-	20SSR715	-
Total			4	24	16	04

List of Elective Subjects for 3rd and 4th Semester
Group I: Probability and Advanced Statistical analysis

SN	Code	Title	L	T	S	C	CH	Perquisite	Co- requisites
1	20SSA711	Advanced Distribution Theory	4	0	-	4	4	20SST613	20SST613
2	20SSA712	Probability Measures on Metric Spaces	4	0	-	4	4	20SMT611	20SMT611
3	20SSA713	Advanced Multivariate Analysis	3	1	-	3	4	20SST712	20SST712
4	20SSA751	Inference in Stochastic Processes	4	0	-	4	4	20SST713 20SST651	20SST713 20SST651
5	20SSA752	Applied Stochastic Models	3	1	-	4	4	20SST654	20SST654
6	20SSA753	Advanced Stochastic Processes	4	0	-	4	4	20SST713	20SST713
7	20SSA754	Applied Regression Analysis	3	1	-	4	4	20SST652	20SST652

Group II: Industrial Statistics

SN	Code	Title	L	T	S	C	CH	Perquisite	Co- requisites
1	20SSB711	Non Parametric and Semi-parametric Methods	4	0	-	4	4	20SST652	20SST652
2	20SSB712	Advanced Sampling Theory	3	1	-	4	4	20SST612	20SST612
3	20SSB713	Reliability Theory	3	1	-	4	4	20SST611	20SST611
4	20SSB751	Planning and Analysis of Industrial Experiments	3	1	-	4	4	20SST613	20SST613
5	20SSB752	Statistical Process and Quality Control	3	1	-	4	4	-	-
6	20SSA753	Statistical Methods for Total Quality Management	3	1	-	4	4	20SST652	20SST652
7	20SSB754	Non-Linear and Dynamic Programming	4	0	-	4	4	20SMT713	20SMT713

Group III: Economic and Financial Statistics

SN	Code	Title	L	T	S	C	CH	Perquisite	Co- requisites
1	20SSC711	Econometrics	3	1	-	4	4	20SST652	20SST652
2	20SSC712	Game Theory	4	0	-	4	4	20SST611	20SST611
3	20SSC713	Bio-Statistics	4	0	-	4	4	-	-
4	20SSC751	Demography	3	1	-	3	4	20SST612	20SST612
5	20SSC752	Investment under Uncertainty	4	0	-	4	4	20SST652	20SST652
6	20SSC753	Official Statistics	4	0	-	4	4	-	-
7	20SSC754	Information theory	4	0	-	4	4	20SST611	20SST611

Semester 1st

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co-requisites
1	20SDT611	Statistical Methods	4	1	0	-	5	5	-	20SDT612
2	20SDT612	Mathematical Methods for Data Sciences	4	1	0	-	5	5	-	20SDT611
3	20SDT613	Fundamentals of Programming (R/ Python)	2	0	0	-	2	2	-	20SDP615
4	20SDT614	Data Base Management System	2	0	0	-	2	2	-	20SDP616
5	20SDP615	Fundamentals of Programming Lab	0	0	4	-	2	4	-	20SDT613
6	20SDP616	Data Base Management System Lab	0	0	4	-	2	4	-	20SDT614
7	20SDN617	Seminar-I (Presentation)	0	2	0	-	2	2	-	20SMT618
8	20SMT618	Fundamentals of Research Methodology	2	0	0	-	2	2	-	20SDN617
Total			14	4	8	-	22	26

Semester 2nd

SN	Code	Title	L	T	P	S	C	CH	Prerequisite	Co-requisites
1	20SDT651	Statistical Inference	4	0	0	-	4	4	20SDT611	20SDT654
2	20SDT652	Design and Analysis of Algorithms	4	0	0	-	4	4	20SDT612 20SDT614	20SDT653
3	20SDT653	Evolutionary Algorithms and Numerical Optimization	4	0	0	-	4	4	20SDT612 20SDT613	20SDT652
4	20SDT654	Data Visualization	2	0	0	-	2	2	20SDT613	20SDT651, 20SDP656
5	20SDT655	Big Data	2	0	0	-	2	2	20SDT613, 20SDT614	20SDP657
6	20SDP656	Data Visualization Lab	0	0	4	-	2	4	20SDP616	20SDT654
7	20SDP657	Big Data Lab	0	0	4	-	2	4	20SDT613	20SDT655
8	20SMP657	Fundamentals of LaTeX	0	0	2	-	1	2	-	20SDN658
9	20SDN658	Seminar-II* (Review Paper)	0	0	2	2	2	2	20SDN617 20SMT618	20SMP657
10	20SDT681	Technical Aptitude for Data Science	0	2	0	-	2	2	20SDT61*	20SDT65*

Total			16	2	12	2	25	30

Semester 3rd

SN	Code	Title	L	P	S	C	CH	Prerequisite	Co-requisites
1	20SDT711	Business Analytics	3	0	-	3	3	20SDT612, 20SDT651	20SDP714
2	20SDT712	Data Mining and Data Warehousing	3	0	-	3	3	20SDT612, 20SDT651	20SDP715
3	20SDT713	Machine Learning	3	0	-	3	3	20SDT612, 20SDT651	20SDP716
4	20SD71	Elective-I	4	0	-	4	4	20SDT612, 20SDT651	20SD71
5	20SD71	Elective-II	4	0	-	4	4	20SDT612, 20SDT651	20SD71
6	20SDP714	Business Analytics Lab	0	4	-	2	4	20SDT612, 20SDT651	20SDT711
7	20SDP715	Data Mining and Data Warehousing Lab	0	4	-	2	4	20SDT612, 20SDT613, 20SDT651	20SDT712
8	20SDP716	Machine Learning Lab	0	4	-	2	4	20SDT612, 20SDT613, 20SDT651	20SDT713
9	20TDP701	Soft Skills	0	2	-	1	2	-	20SDT717
10	20SDT717	Project*	0	0	-	6	0	20SDT65, 20SDP65	None
Total			17	14	4	30	31

Semester 4th

SN	Code	Title	L	P	S	C	CH	Prerequisite	Co-requisites
1	20SDT751	Internet of Things	3	0	-	3	3	20SDT614	20SDP753
2	20SDT752	Deep Learning	3	0	-	3	3	20SDT713, 20SDT613	20SDP754
3	20SD75	Elective-III	4	0	-	4	4	20SDT613	20SD75
4	20SD75	Elective-IV	4	0	-	4	4	20SDT613	20SD75
5	20SD75	Elective-V	4	0	-	4	4	20SDT613	20SD75
6	20SDP753	Internet of Things Lab	0	2	-	1	2	20SDT613	20SDT751
7	20SDP754	Deep Learning Lab	0	2	-	1	2	20SDT713, 20SDT613	20SDT752
Total			18	4	-	20	22

List of Elective Courses for 3rd Semester
Group-A: Data Analytics

SN	Code	Title	L	S	C	CH	Prerequisite	Co-requisites
1	20SDA711	Number Theory and Cryptography	4	-	4	4	20SDT612	20SD71
2	20SDA712	Pattern Recognition	4	-	4	4	20SDT611, 20SDT651	20SD71
3	20SDA713	Regression Analysis	4	-	4	4	20SDT651	20SD71
4	20SDA714	Information Retrieval	4	-	4	4	20SDT613	20SD71
5	20SDA715	Theory of Computation	4	-	4	4	20SDT613	20SD71

Group-B: Data Mining

SN	Code	Title	L	S	C	CH	Prerequisite	Co-requisites
1	20SDB711	Graph Theory and Discrete Mathematics	4	-	4	4	20SDT612	20SD71
2	20SDB712	Clustering Techniques	4	-	4	4	20SDT611	20SD71
3	20SDB713	Artificial Intelligence	4	-	4	4	20SDT611, 20SDT651	20SD71
4	20SDB714	Computer Networks	4	-	4	4	20SDT652	20SD71
5	20SDB715	Text Mining	4	-	4	4	20SDT712	20SD71

List of Elective Courses for 4th Semester
Group-A: Data Analytics

SN	Code	Title	L	S	C	CH	Prerequisite	Co-requisites
1	20SDA751	High Performance Computing (HPC)	4	-	4	4	20SDA71*	20SD75
2	20SDA752	Parallel and Distributed Computing	4	-	4	4	20SDA71*	20SD75
3	20SDA753	Soft computing	4	-	4	4	20SDA71*	20SD75
4	20SDA754	Time Series Analysis	4	-	4	4	20SDA713	20SD75
5	20SDA755	Business Intelligence	4	-	4	4	20SDT711	20SD75
6	20SDA756	Predictive Analytics	4	-	4	4	20SDT711	20SD75
7	20SDA757	Information Security & Cryptography	4	-	4	4	20SDA711	20SD75

Group-B: Data Mining

SN	Code	Title	L	S	C	CH	Prerequisite	Co-requisites
1	20SDB751	Natural Language Processing	4	-	4	4	20SDT713	20SD75
2	20SDB752	Signal Processing	4	-	4	4	20SDT713	20SD75
3	20SDB753	Image Processing	4	-	4	4	20SDT713	20SD75
4	20SDB754	Network Security	4	-	4	4	20SDB714	20SD75
5	20SDB755	Social Network Aggregators	4	-	4	4	20SDB714	20SD75
6	20SDB756	Web Intelligence	4	-	4	4	20SDB713, 20SDB715	20SD75
7	20SDB757	Computer Graphics	4	-	4	4	20SDB711	20SD75

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A New Era in Engineering Education awaits you with dynamic experiential learning and a flexible academic model.

Embark on your path to corporate leadership with world-class facilities, research focus, innovation culture & entrepreneurial zeal.

Gain the ultimate toolkit for success in computing with our versatile degree and hands-on learning experience.

Seize the unparalleled opportunity to become a future Healthcare Pro & immerse yourself in a clinically focused, science-driven course.

Dive into the fascinating world of Biotechnology and Biosciences within our research-oriented environment.

Master architecture as core professionals with cutting-edge tech and insights from the global community.

Step into a hub of cultural diversity, where learning centers on critical thinking, creativity, research, and communication skills.

Experience next-gen multimedia education, merging technology with traditional art for the next generation of industry leaders.

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Become a top-notch Legal Professional a blend of tradition and modernity in Legal Education.

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Be a future leader with a pioneering blend of academic excellence, research endeavors, and hands-on learning.

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Unveil a revolutionary approach to finance education with dynamic experiential learning.

Embrace a new era of dynamic learning & flexibility in social science and management education.

Lead the way in physical education with emphasis on fundamental principles, psychological aspects, and leadership development

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