M.Sc. C.S. - Academics

Intake capacity

This course takes in 40 students.

Eligibility

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

Duration

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

Awarding Authority

University of Mumbai

Program Details

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

Evaluation Scheme

· 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

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

Each Practical Course carries 50 Marks

40 marks + 05 marks (journal) + 05 marks (viva)

Duration: 2 Hours for each practical course.
Minimum 80% practical from each core subjects are required to be completed.
Certified Journal is compulsory for appearing at the time of Practical Exam

Evaluation of On Job Training Course (4 Credit Course)

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

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