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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

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 Introduction to Data Mining 4
Physics 2 2 Analytics for Observational Data 4
Regression Analysis 4 Introduction to 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 Senior Research 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 3

Choose 1 of these:

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