Course Modules

Compulsory courses

Type

Code

Course Name

Learning process *)

credits

Pre-requisite

Mandatory

MST – 111

Data Sciences Essential

Interactive Class

3

Mandatory

MST – 112

Statistical Theory and Practice

Interactive Class

3

Mandatory

MST – 113

Statistical Computing

Interactive Class

3

Mandatory

MST – 114

Modern Data Analytics

Interactive Class

3

 

Total Credits

12

 

Type

Code

Course Name

Learning process *)

credits

Pre-requisite

Mandatory

MST – 211

Multivariate Data Analysis

Interactive Class

3

Mandatory

MST – 201

Islam Ulil Albab

Interactive Class

3

Mandatory

MST – 5XX

Elective Course 1

Interactive Class

3

Have taken MST-111

Mandatory

MST – 5XX

Elective Course 2

Interactive Class

3

Have taken  MST-111

 

Total Credits

12

 

Type

Code

Course Name

Learning process *)

credits

Pre-requisite

Mandatory

MST – 5XX

Elective Course 3

Interactive Class

3

Mandatory

MST – 5XX

Elective Course 4

Interactive Class

3

Mandatory

MST – 311

Master Thesis Proposal

Internship, Tutorial, Seminar

3

Have taken at least 12 credits with a minimum GPA of 3.0

      
 

Total Credits

9

 

Type

Code

Course Name

Learning process *)

credits

Pre-requisite

Mandatory

MST – 411

Open Defense Master Thesis.

Seminar

2

Have taken MST – 311

Have taken at least 30 credits

Mandatory

MST – 412

Pre-open Defense Master Thesis

Seminar

2

Have taken MST – 311

Have taken at least 30 credits

Mandatory

MST – 413

Publication

Mentoring, Article Drafting, Journal Submission and Rebuttal

2

 

Mandatory

MST – 414

Thesis

Mentoring, Discussion

3

Have taken MST – 311

Have taken at least 30 credits

 

Total Credits

9

 
 

Total of credits

42

 

Elective Courses

Concentration

Code

Course Name

Learning process *)

credits

Pre-requisite

General

MST- 511

Optimization Technique

Interactive classroom

3

General

MST- 512

Theory of Nonparametric Statistics

Interactive classroom

3

General

MST- 513

Generalized Linear Model

Interactive classroom

3

Have taken MST-111

General

MST- 514

Real Analysis and Probability

Interactive classroom

3

Have taken MST-112

General

MST-515

Capita Selecta 1

Interactive classroom

3

General

MST-516

Capita Selecta 2

Interactive classroom

3

 

Total credits of General elective courses

15

 

Concentration

Code

Course Name

Learning process *)

credits

Pre-requisite

BISA

MST-521

Statistics for Business Finance

Interactive classroom

3

BISA

MST-522

Experimental Design in Business

Interactive classroom

3

BISA

MST-523

Statistical Quality Improvement

Interactive classroom

3

BISA

MST-524

Financial Mathematics

Interactive classroom

3

BISA

MST-525

Actuarial Stochastic Process

Interactive classroom

3

BISA

MST-526

Risk Theory and Simulation

Interactive classroom

3

Have taken MST-112

 

Total credits of concentration elective courses BISA

18

 

Concentration

Code

Course Name

Learning process *)

credits

Pre-requisite

SDSB

MST-531

Visual Object Detection and Recognition

Interactive classroom

3

SDSB

MST-532

Neural Network and Deep Learning

Interactive classroom

3

SDSB

MST-533

Spatial Data Science

Interactive classroom

3

SDSB

MST-534

Genomics Data Science

Interactive classroom

3

SDSB

MST-535

Computational Biodiversity

Interactive classroom

3

 

Total credits of SDSB concentration elective courses

15

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