Statistika dan Data Science

 

Core Focus Areas
  1. Big Data Analytics – Extracting insights from large-scale data for strategic decision-making.
  2. Machine Learning & AI Applications – Developing predictive models for automation and intelligent systems.
  3. Statistical Modeling & Inference – Applying advanced statistical techniques for data-driven decisions.
  4. Business & Industrial Data Science – Optimizing operations using data-driven methodologies.

 

Career Prospects
Career Path Industries
Data Scientist Technology, Finance, Healthcare, Retail
Business Intelligence Analyst Banking, E-commerce, Consulting, Telecommunications
Statistical Consultant Government, Academia, Research Institutions
AI & Machine Learning Engineer Tech Companies, Autonomous Systems, Smart Cities

 

Real-World Applications
  • Fraud Detection – Identifying fraudulent activities in banking and e-commerce.
  • Healthcare Analytics – Predicting disease trends and optimizing hospital resource allocation.
  • Personalized Marketing – Customer segmentation and recommendation systems.
  • Risk Analysis for Financial Markets – Developing models for investment and risk management.

 

Facilities & Resources
  • High-Performance Computing for AI & Big Data – Scalable infrastructure for large-scale analysis.
  • Industry Data Access – Real datasets from finance, healthcare, and technology sectors.
  • Advanced Software Tools – Python, R, TensorFlow, and cloud-based AI platforms.

 

Curriculum

In the Curriculum 2021, some courses are accompanied by laboratory works. The international class is divided into 2 (two)
groups of courses:

  1. The core courses (134 credits)
  2. The elective focused courses (at least 15 credits).

 

List of Core Courses

SEMESTER I  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER II  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER III  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER IV  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER V  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER VI  (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER VII (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER VII/VIII (the core courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

∗ : it has been taken and taken the final exam
∗∗ : it can be taken simultaneously
∗∗∗ : it is focused courses (mandatory for the international class programme)

 

List of Elective Courses

SEMESTER IV (the elective courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER V (the elective courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

SEMESTER VI (the elective courses)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 Department of Mathematics
2 MFF-1011 Physics I 3 Department of Physics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 Lab. of Algebra
Total Credits 19    

∗ : it has been taken and taken the final exam
∗∗ : it can be taken simultaneously
∗∗∗ : it is focused courses (mandatory for the international class programme)