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ACE-DS

Specialization in Data Mining

The master’s degree  with specialization in Data Mining equips graduates with solid knowledge and hands-on experience in techniques for managing,analyzing and extracting hidden knowledge from structured and unstructured big data ensembles and in building adaptive analytic systems.

 

 

MODULE CODE

MODULE TITLE

CREDITS

YEAR

SEMESTER

COMMON MODULES

DSC6131

Principles of data science

10

1

1

DSC6132

Probability and Statistical modelling

10

1

1

DSC6133

Programming for data scientists

10

1

1

DSC6134

Survey sampling methods

10

1

1

DSC6135

Machine learning and computational statistics

10

1

1

DSC6231

Computer systems and big data analytics

10

1

2

DSC6234

Research Methodology

10

1

2

ELECTIVE MODULES

DSC6232

Numerical linear algebra

10

1

2

DSC6233

Categorical data and Generalized Linear Models

10

1

2

DSC6331

GIS and spatial modelling

10

1

3

SPECIALIZATION MODULES

DSM6231

Advanced Database technologies

10

2

2

DSM6331

Advanced data mining

15

2

3

DSM6332

Cloud computing and web programming

 

10

2

3

DSM6333

Modeling and Simulation

10

2

3

DSC6332

Industrial Attachment

 

15

2

3

DSC6431

Dissertation

80

2

4

Students will choose in elective modules and modules from other specializations to complete the program with a total of 240 credits.

2 Years

Full Time,Part Time,Work Based Learning

Face to Face,Blended Learning

Master of Science in Data Science(Data Mining)