M.Sc. Data Science
(For the students to be admitted from 2020-21)
Scheme of Study
I Semester

CourseCode CourseName No of Contact Hours / Week Credits
L T P
MAT445 Probability and Statistics using R 3 0 2 4
MAT446 Mathematicsfor Data Science 4 1 0 5
BIN522 PythonforDataScience 2 1 2 4
INT413 RDBMS,SQLandVisualization 4 0 0 4
INT531 DataMiningTechniques 3 1 0 4
INT530 ArtificialIntelligenceandReasoning 3 0 2 4
INT416 RDBMS, SQL& VisualizationLaboratory 0 0 2 1
TOTAL 19 3 8 26

Semester II

Course Code Course Name No of Contact Hours / Week Credits
L T P
INT534 Machine Learning 4 0 2 5
CSE614 Big Data Mining & Analytics 3 0 2 4
INT418 Predictive Analytics Regression & Classification 4 0 0 4
OEH014 Ethics & Data Security 3 0 0 3
XXXXXX Elective1 2 1 0 3
XXXXXX Elective2 3 0 0 3
XXXXX Seminar 0 0 2 1
MAN106 Research Methodology & IPR 2 0 0 2
TOTAL 21 1 6 25

Semester III

Course Code Course name No of Contact Hours/Week Credits
L T P
INT419 Spatial Data Analytics 3 1 0 4
ICT601 Machine Vision 4 0 0 4
CSE615 Deep Learning & Applications 3 0 2 4
  Elective 3 3 0 0 3
  Elective 4 3 0 0 3
  Open elective II 3 0 0 3
MAT499 Project Phase  - I 0 0 4 2
CSE539 Network Science Laboratory 0 0 2 1
TOTAL 19 1 8 24

Semester IV

CourseCode CourseName No of Contact Hours/Week Credits
L T P
INT500 Projectwork&vivavoce 0 0 32 16
TOTAL 0 0 32 16

List of electives III:

  • Social Networks & Graph Analysis –CSE542 - L4-T0-P0-C4
  • Epidemiological Modeling - L3-T0-P0-C3
  • Information Visualization - INT433 - L3-T0-P0-C3
  • Applied Multivariate Analysis- MAT439 -L4-T0-P0-C4

List of electives IV:

  • Image processing & Analysis - CSE608- L4-T0-P0-C4
  • Speech & video processing - ICT529 - L4-T0-P0-C4
  • Information Retrieval & Natural Language Processing - INT427 - L4-T0-P0-C4
  • Energy Systems Modelling & Analysis for Data Science - MAT549 - L3-T0-P0-C3

Summary of credit distribution across semesters

Semester Total Credits
I 26
II 25
III 24
IV 16
TOTAL 91

Programmes

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SASTRA DEEMED UNIVERSITY
Tirumalaisamudram
Thanjavur - 613401
Tamilnadu, India

+91 4362 264101 - 108
+91 4362 350001 (20 lines)

+91 4362 264120

admissions(@)sastra.edu

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