Cử Nhân Khoa Học Dữ Liệu K21

Distribution of Curriculum

Courses	Credits	Percent
General Courses	53	37.3%
Core Courses	30	21.2%
Major Courses	59	41.5%

Curriculum

Curriculum mapping

Subject	Credits	Subject	Credits
Semester 1	23	Semester 5	16
Calculus 1	4	Probability, Statistic & Random Process	3
Physics 1	2	Critical Thinking	3
Chemistry for Engineers	4	Scalable and Distributed Computing	4
Introduction to Data Science	3	Fundamental Concepts of Data Security	4
Academic English 1	4	History of Vietnamese Communist Party	2
Physical Training 1	3
Philosophy Marx -Lenin	3
Semester 2	24	Semester 6	18
Calculus 2	4	Data Mining	4
Physics 2	2	Analytics for Observational Data	4
Regression Analysis	4	Artificial Intelligence	4
Statistical Methods	3	Ho Chi Minh’s Thoughts	2
Academic English 2	4	Elective	4
Fundamentals of Programming	4
Physical Training 2	3
Semester 3	17	Semester 7	17
Linear Algebra	4	Internship	3
Environmental Science	3	Special Study of the Field	3
Object-Oriented Programming	4	Fundamentals of Big Data Technology	4
Data Analysis	4	Elective	4
Marxist – Leninist Political Economy	2	Elective	3
Semester 4	18	Semester 8	10
Data Science and Data Visualization	4	Thesis	10
Principle of Database Management	4
Object Oriented Analysis and Design	4
Scientific Socialism	2
Algorithms and Data Structure	4

 Elective Courses

Choose 2 of these:

Course	Credits
Business Process Analysis	4
Experimental Design	4
Decision Support Systems	4
Theory of Networks	4
Big Data Applications: Machine Learning at Scale	4
Data Mining for IOTs	4
Blockchain	4
Deterministic model in Operations Research	4
Optimization	4

Choose 1 of these:

Course	Credits
Software Project Management	4
Information System Management	4
Mobile Cloud Computing	4
Entrepreneurship	3