M.Sc. C.S. - Academics

This course takes in 40 students.

B.Sc. (Computer Science) or B.Sc. (IT) of University of Mumbai or any recognized University with 50% marks.

The duration of the course will be 2 years under non-NEP and one year under NEP.

University of Mumbai

TCSC School of Computational Science & Technology

M.Sc. Computer Science (Two) Years PG Program

Course and Credit Structure as per School Specific Core Framework of NEP 2020

First Year M.Sc. Computer Science

#	Semester	Credits	#	Semester	Credits
Level 6.0	I			II
Level 6.0	Major			Major
1	Design and Analysis of Algorithms	6	1	Design and implementation of Modern Compilers	6
2	Advanced Database Systems	6	2	Cyber and Information Security-I	6
3	Artificial Intelligence and Programming Robot	2	3	Business Intelligence and Big data analysis- I	2

	Elective(Any One)			Elective(Any One)
4	Bioinformatics	4	4	Cloud Computing-I	4
4	Machine Learning- I	4		Machine Learning –II (Advanced Machine Learning)	4
	RM			RM
5	Research Methodology	4	5	------------------
	OJT/FP			OJT/FP
6			6	Internship	4
	RP			RP
7	-------------		7	-------------
	Total Credits	22			22

TCSC School of Computational Science & Technology

M.Sc. Computer Science (Two) Years PG Program

Course and Credit Structure as per School Specific Core Framework of NEP 2020

Second Year M.Sc. Computer Science

#	Semester III	Credits	#	Semester IV	Credits
	Major			Major
1	Ubiquitous Computing	6	1	Principles of Generative AI	6
2	Block chain Technology	6	2	Cloud Application Technology	6
	Minor			Minor
3	Cyber Forensics	2	3	---
	Elective (Any One)			Elective (Any One)
4	Deep Learning	4	4	Augmented Reality (AR) and Virtual Reality (VR)	4
4	Large-scale Data Analytics	4	4	Real Time & Embedded System	4
	RM			RM
5	---		5	---
	OJT/FP			OJT/FP
6	---		6	Field Project (Internship)	6
	RP			RP
7	Project	4	7	---
	Total Credits	22		Total Credits	22

· IE exam : 25 marks( 20 marks exam + 5 marks Active participation)

o Duration of exam: 40 minutes

· Practical evaluation : 50 marks Duration of exam : 2 hrs.

B. For component (4 Credit Courses)

· SE exam : 60 marks Duration of exam : 2.00hrs

· IE exam : 15 marks ( 20 marks exam: scaled down to 10 + 5 marks Active participation) Duration of exam: 40 minutes

· Practical evaluation : 25 marks Duration of exam : 1 hr.

C. For component (2 Credit Courses)

· SE exam : 40 marks; Duration of exam : 1.30hrs

· IE exam : 10 marks ( 20 marks exam: scaled down to 10); Duration of exam: 40 minutes

	All questions are compulsory.
Question	Based on	Max. Marks :60	Max. Marks :75	Max. Marks :40
Q.1	Unit I	12	15	08
Q.2	Unit II	12	15	08
Q.3	Unit III	12	15	08
Q.4	Unit IV	12	15	08
Q.5	Unit V	12	15	08

Internal Evaluation
Weekly work update	25
Progress report at the mid of OJT duration	25
Total	50
External Evaluation
OJT Documentation	25
OJT Viva	25
Total	50

Evaluation for Mandatory & Elective Practical Courses (2 Credit Courses)