Data Science (2026)

Code CSE_TS_251_2026_TA, Faculty of Applied Science, Major Data Science, CTTA, Bachelor, 131 credits, 94 courses

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Official source University program list View the major on the HCMUT handbook

Roadmap by semester

Semester 1 18 courses

Semester 1
Code	Name	Credits	Material
MT1003	Calculus 1	4	2
MT1007	Linear Algebra	3	2
PH1003	General Physics 1	4	none yet
AS1001	Introduction to Engineering	3	none yet
LA1003	English 1	2	none yet
PE1009	Football	0	none yet
PE1011	Volleyball	0	none yet
PE1013	Table tennis	0	none yet
PE1015	Basketball	0	none yet
PE1017	Badminton	0	none yet
PE1019	Swimming	0	none yet
PE1021	Aerobic	0	none yet
PE1023	Martial Art	0	none yet
PE1025	AThletics	0	none yet
PE1027	Tennis	0	none yet
PE1053	Chess (study part 1)	0	none yet
PE1057	Bowling	0	none yet
PE1061	Pickleball	0	none yet

Semester 2 20 courses

Semester 2
Code	Name	Credits	Material
MT1005	Calculus 2	4	6

Courses without material (19)

Semester 2
Code	Name	Credits	Material
CH1003	General Chemistry	3	none yet
PH1007	General Physics Labs	1	none yet
LA1005	English 2	2	none yet
CO1007	Discrete Structures for Computing	4	none yet
CO1027	Programming Fundamentals	3	none yet
MI1003	National defense and security education	0	none yet
PE1033	Football	0	none yet
PE1035	Volleyball	0	none yet
PE1037	Table tennis	0	none yet
PE1039	Basketball	0	none yet
PE1041	Badminton	0	none yet
PE1043	Swimming	0	none yet
PE1045	Aerobic	0	none yet
PE1047	Martial Art	0	none yet
PE1049	Athletics	0	none yet
PE1051	Tennis	0	none yet
PE1055	Chess (study part 2)	0	none yet
PE1059	Bowling	0	none yet
PE1063	Pickleball	0	none yet

Semester 3 5 courses

Semester 3
Code	Name	Credits	Material
MT2013	Probability and Statistics	4	1
AS2069	Numerical methods for data science	4	none yet
CH2027	General Biology	3	none yet
SP1031	Marxist - Leninist Philosophy	3	none yet
LA1007	English 3	2	none yet

Semester 4 8 courses

Semester 4
Code	Name	Credits	Material
SP1033	Marxist - Leninist Political Economy	2	none yet
IM1013	Economics	3	none yet
IM1031	Entrepreneurship and Innovation	3	none yet
ME1019	Quality and Productivity Management	3	none yet
LA1009	English 4	2	none yet
CO2003	Data Structures and Algorithms	4	none yet
AS2067	Matrix Analysis and Computational Topology	3	none yet
AS2065	Fundamentals of Optimization	3	none yet

Semester 5 15 courses

Semester 5
Code	Name	Credits	Material
SP1035	Scientific Socialism	2	none yet
CO2013	Database Systems	4	none yet
AS3179	Statistical Modeling	3	none yet
PH2001	Fundamentals of Biomedical Engineering	3	none yet
AS2009	Fundamentals of Quantum Mechanics and Solid States Physics	3	none yet
AS3061	Fundamentals of Vibrations	3	none yet
CH2033	Biochemistry	4	none yet
CH3351	Cell Biology	4	none yet
CH3361	Molecular Biology And Genetics	4	none yet
IM3093	Global Transportation and Logistics Management	3	none yet
IM3083	Consumer Behavior	3	none yet
IM3041	Decision Support and Business Intelligence Systems	3	none yet
IM3109	Digital Marketing	3	none yet
CO3061	Introduction to Artificial Intelligence	3	none yet
AS3183	Basic Project in Data Science	2	none yet

Semester 6 4 courses

Semester 6
Code	Name	Credits	Material
SP1039	History of Vietnamese Communist Party	2	none yet
AS3189	Principles of Data Mining	3	none yet
AS3191	Fundamentals of Machine Learning	3	none yet
AS3181	Multivariate Statistics	3	none yet

Semester 7 6 courses

Semester 7
Code	Name	Credits	Material
SP1037	Ho Chi Minh Ideology	2	none yet
AS3187	Casual Modeling	3	none yet
AS4009	Fundamentals of Deep Learning	3	none yet
AS4017	Fundamentals of Image Analysis	3	none yet
AS4019	Bioinformatics	3	none yet
AS4021	Big Data Analytics	3	none yet

Semester 8 1 course

Semester 8
Code	Name	Credits	Material
SA4001	Student Activities	0	none yet

No recommended semester

Political theory and law 1 course

Political theory and law
Code	Name	Credits	Material
SP1073	Introduction to Law	3	none yet

General education 9 courses

General education
Code	Name	Credits	Material
EN1025	Con người và Môi trường	2	none yet
SK1001	Effective Communication Skills	0	none yet
SK1003	Self-Management Skills	0	none yet
SK2001	Scientific Thinking Skills	0	none yet
SK2003	Global and Innovative Thinking Skills	0	none yet
SK3001	Report Writing Skills	0	none yet
SK3003	Impressing Employers Skills	0	none yet
SK4001	Cognitive Management Skills	0	none yet
SK4003	Leadership Thinking Skills	0	none yet

Foundation courses 1 course

Foundation courses
Code	Name	Credits	Material
AS2001	Applied Mechanics	3	none yet

Major courses 1 course

Major courses
Code	Name	Credits	Material
AS2095	Thực tập ngoài trường KHDL 1	2	none yet

Graduation 2 courses

Graduation
Code	Name	Credits	Material
AS3369	Thực tập ngoài trường KHDL 2	4	none yet
AS4357	Đồ án tốt nghiệp	6	none yet

Physical education 2 courses

Physical education
Code	Name	Credits	Material
PE1001	Giáo dục thể chất (học phần 1)	0	none yet
PE1002	Giáo dục thể chất (học phần 2)	0	none yet

Graduation requirements 1 course

Graduation requirements
Code	Name	Credits	Material
ENG_GE_2	Đ/kiện tiếng Anh tốt nghiệp ĐH CTTA/CTTT, tiêu chuẩn, CTTN, PFIEV, VLVH	0	none yet

Knowledge blocks

A.1. TOÁN required, 15 credits needed

A. TOÁN & KHOA HỌC TỰ NHIÊN

A.1. TOÁN
Code	Name	Credits	Material
MT1003	Calculus 1	4	2
MT1005	Calculus 2	4	6
MT1007	Linear Algebra	3	2
MT2013	Probability and Statistics	4	1

A.2. KHOA HỌC TỰ NHIÊN required, 15 credits needed

A. TOÁN & KHOA HỌC TỰ NHIÊN

A.2. KHOA HỌC TỰ NHIÊN
Code	Name	Credits	Material
PH1003	General Physics 1	4	none yet
CH1003	General Chemistry	3	none yet
PH1007	General Physics Labs	1	none yet
AS2069	Numerical methods for data science	4	none yet
CH2027	General Biology	3	none yet

B.1. KINH TẾ - CHÍNH TRỊ - XÃ HỘI - LUẬT required, 14 credits needed

B. GIÁO DỤC CHUNG

B.1. KINH TẾ - CHÍNH TRỊ - XÃ HỘI - LUẬT
Code	Name	Credits	Material
SP1031	Marxist - Leninist Philosophy	3	none yet
SP1033	Marxist - Leninist Political Economy	2	none yet
SP1035	Scientific Socialism	2	none yet
SP1037	Ho Chi Minh Ideology	2	none yet
SP1039	History of Vietnamese Communist Party	2	none yet
SP1073	Introduction to Law	3	none yet

B.2. NHẬP MÔN required, 3 credits needed

B. GIÁO DỤC CHUNG

B.2. NHẬP MÔN
Code	Name	Credits	Material
AS1001	Introduction to Engineering	3	none yet

B.3. KIẾN THỨC QUẢN LÝ/ KHỞI NGHIỆP elective, 3 credits needed

B. GIÁO DỤC CHUNG

B.3. KIẾN THỨC QUẢN LÝ/ KHỞI NGHIỆP
Code	Name	Credits	Material
IM1013	Economics	3	none yet
IM1031	Entrepreneurship and Innovation	3	none yet
ME1019	Quality and Productivity Management	3	none yet

B.4. KIẾN THỨC VỀ CON NGƯỜI VÀ MÔI TRƯỜNG/KỸ NĂNG NGHỀ NGHIỆP CHUYÊN NGHIỆP required, 2 credits needed

B. GIÁO DỤC CHUNG

B.4. KIẾN THỨC VỀ CON NGƯỜI VÀ MÔI TRƯỜNG/KỸ NĂNG NGHỀ NGHIỆP CHUYÊN NGHIỆP
Code	Name	Credits	Material
EN1025	Con người và Môi trường	2	none yet

B.5. NGOẠI NGỮ required, 8 credits needed

B. GIÁO DỤC CHUNG

B.5. NGOẠI NGỮ
Code	Name	Credits	Material
LA1003	English 1	2	none yet
LA1005	English 2	2	none yet
LA1007	English 3	2	none yet
LA1009	English 4	2	none yet

B.6.1. KỸ NĂNG BỔ TRỢ pick 1 course

B. GIÁO DỤC CHUNG > B.6. KIẾN THỨC VÀ KỸ NĂNG BỔ TRỢ

B.6.1. KỸ NĂNG BỔ TRỢ
Code	Name	Material
SK1001	Effective Communication Skills	none yet
SK1003	Self-Management Skills	none yet
SK2001	Scientific Thinking Skills	none yet
SK2003	Global and Innovative Thinking Skills	none yet
SK3001	Report Writing Skills	none yet
SK3003	Impressing Employers Skills	none yet
SK4001	Cognitive Management Skills	none yet
SK4003	Leadership Thinking Skills	none yet

C.1. BẮT BUỘC CƠ SỞ NGÀNH required, 27 credits needed

C. CƠ SỞ NGÀNH

C.1. BẮT BUỘC CƠ SỞ NGÀNH
Code	Name	Credits	Material
CO2013	Database Systems	4	none yet
CO1007	Discrete Structures for Computing	4	none yet
CO2003	Data Structures and Algorithms	4	none yet
AS2067	Matrix Analysis and Computational Topology	3	none yet
AS2065	Fundamentals of Optimization	3	none yet
AS3179	Statistical Modeling	3	none yet
CO1027	Programming Fundamentals	3	none yet
AS3187	Casual Modeling	3	none yet

C.2. TỰ CHỌN CƠ SỞ NGÀNH elective, 6 credits needed

C. CƠ SỞ NGÀNH

C.2. TỰ CHỌN CƠ SỞ NGÀNH
Code	Name	Credits	Material
PH2001	Fundamentals of Biomedical Engineering	3	none yet
AS2009	Fundamentals of Quantum Mechanics and Solid States Physics	3	none yet
AS2001	Applied Mechanics	3	none yet
AS3061	Fundamentals of Vibrations	3	none yet
CH2033	Biochemistry	4	none yet
CH3351	Cell Biology	4	none yet
CH3361	Molecular Biology And Genetics	4	none yet
IM3093	Global Transportation and Logistics Management	3	none yet
IM3083	Consumer Behavior	3	none yet
IM3041	Decision Support and Business Intelligence Systems	3	none yet
IM3109	Digital Marketing	3	none yet

D.1.1. BẮT BUỘC NGÀNH required, 19 credits needed

D. NGÀNH/CHUYÊN NGÀNH > D.1. NGÀNH

D.1.1. BẮT BUỘC NGÀNH
Code	Name	Credits	Material
AS3189	Principles of Data Mining	3	none yet
AS3191	Fundamentals of Machine Learning	3	none yet
AS4009	Fundamentals of Deep Learning	3	none yet
CO3061	Introduction to Artificial Intelligence	3	none yet
AS3183	Basic Project in Data Science	2	none yet
AS3181	Multivariate Statistics	3	none yet
AS2095	Thực tập ngoài trường KHDL 1	2	none yet

D.1.2. TỰ CHỌN NGÀNH elective, 3 credits needed

D. NGÀNH/CHUYÊN NGÀNH > D.1. NGÀNH

D.1.2. TỰ CHỌN NGÀNH
Code	Name	Credits	Material
AS4017	Fundamentals of Image Analysis	3	none yet
AS4019	Bioinformatics	3	none yet
AS4021	Big Data Analytics	3	none yet

F. HỌC PHẦN TỐT NGHIỆP required, 10 credits needed

F. HỌC PHẦN TỐT NGHIỆP
Code	Name	Credits	Material
AS3369	Thực tập ngoài trường KHDL 2	4	none yet
AS4357	Đồ án tốt nghiệp	6	none yet

G. GIÁO DỤC QUỐC PHÒNG required

G. GIÁO DỤC QUỐC PHÒNG
Code	Name	Credits	Material
MI1003	National defense and security education	0	none yet

H.1. GIÁO DỤC THỂ CHẤT HỌC PHẦN 1 elective, pick 1 course

H. GIÁO DỤC THỂ CHẤT

H.1. GIÁO DỤC THỂ CHẤT HỌC PHẦN 1
Code	Name	Material
PE1009	Football	none yet
PE1011	Volleyball	none yet
PE1013	Table tennis	none yet
PE1015	Basketball	none yet
PE1017	Badminton	none yet
PE1019	Swimming	none yet
PE1021	Aerobic	none yet
PE1023	Martial Art	none yet
PE1025	AThletics	none yet
PE1027	Tennis	none yet
PE1053	Chess (study part 1)	none yet
PE1057	Bowling	none yet
PE1061	Pickleball	none yet
PE1001	Giáo dục thể chất (học phần 1)	none yet

H.2. GIÁO DỤC THỂ CHẤT HỌC PHẦN 2 elective, pick 1 course

H. GIÁO DỤC THỂ CHẤT

H.2. GIÁO DỤC THỂ CHẤT HỌC PHẦN 2
Code	Name	Material
PE1033	Football	none yet
PE1035	Volleyball	none yet
PE1037	Table tennis	none yet
PE1039	Basketball	none yet
PE1041	Badminton	none yet
PE1043	Swimming	none yet
PE1045	Aerobic	none yet
PE1047	Martial Art	none yet
PE1049	Athletics	none yet
PE1051	Tennis	none yet
PE1055	Chess (study part 2)	none yet
PE1059	Bowling	none yet
PE1063	Pickleball	none yet
PE1002	Giáo dục thể chất (học phần 2)	none yet

I. ĐIỀU KIỆN TỐT NGHIỆP required

I. ĐIỀU KIỆN TỐT NGHIỆP
Code	Name	Credits	Material
SA4001	Student Activities	0	none yet
ENG_GE_2	Đ/kiện tiếng Anh tốt nghiệp ĐH CTTA/CTTT, tiêu chuẩn, CTTN, PFIEV, VLVH	0	none yet