Bachelor Degree
Study Plan – DSBA
Bachelor of Science
Program in Data Science and Business Analytics
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Study plan without cooperative education
Year 1, Semester 1
| Code | Subject | Credits |
| 06026100 | Information Technology Fundamentals | 3(2-2-5) |
| 06026104 | Computer Programming | 3(2-2-5) |
| 90101007 | Introduction to Mathematical Economics | 3(3-0-6) |
| 90201001 | Foundation English 1 | 3(3-0-6) |
| 90401013 | General Business | 3(3-0-6) |
| 90101xxx | Elective Course in Scientific and Mathematics 2 | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 1, Semester 2
| Code | Subject | Credits |
| 06026101 | Mathematics for Information Technology | 3(3-0-6) |
| 06026105 | Introduction to Computer Networks | 3(3-0-6) |
| 06026106 | Database System Concepts | 3(2-2-5) |
| 06026107 | Data Structures and Algorithms | 3(3-0-6) |
| 90201002 | Foundation English 2 | 3(3-0-6) |
| 90401012 | Introduction to Marketing | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 2, Semester 1
| Code | Subject | Credits |
| 06026102 | Discrete Mathematics | 3(3-0-6) |
| 06026103 | Probability and Statistics | 3(3-0-6) |
| 06026108 | Management Information Systems | 3(3-0-6) |
| 06026109 | Web Technology | 3(2-2-5) |
| 06026110 | Financial Accounting | 3(2-2-5) |
| 06026111 | Practical NoSQL Database | 1(0-2-1) |
| 90201012 | Development of Reading and Writing Skills in English | 3(3-0-6) |
| Total | 19 | |
*Credits (Lecture : Lab : Self-Study)
Year 2, Semester 2
| Code | Subject | Credits |
| 06026112 | Business Information System Analysis and Design | 3(3-0-6) |
| 06026113 | Statistical Programming | 1(0-2-1) |
| 06026114 | Business Processes and Enterprise Resource Planning | 3(2-2-5) |
| 06026115 | Introduction to Business Intelligence | 3(2-2-5) |
| 06026116 | Business Data Analytics | 3(2-2-5) |
| 06026117 | Fundamental of Data Science | 3(3-0-6) |
| 90201026 | English for Communication | 3(3-0-6) |
| Total | 19 | |
*Credits (Lecture : Lab : Self-Study)
Year 3, Semester 1
| Code | Subject | Credits |
| 06026118 | Information Technology Project Management | 3(3-0-6) |
| 06026119 | Information Technology Security and IT Laws | 3(3-0-6) |
| 06026120 | Data Warehousing | 3(2-2-5) |
| 06026121 | Data Mining and Big Data Analytics | 3(2-2-5) |
| 06026122 | Data Science for Business | 3(2-2-5) |
| 90304004 | Report Writing | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 3, Semester 2
| Code | Subject | Credits |
| 06026123 | Seminar on Professional Communication Skills | 1(1-0-2) |
| 06026124 | Data Visualization | 3(2-2-5) |
| 06026125 | Machine Learning | 3(2-2-5) |
| 06026126 | Business Strategic and Performance Management | 3(3-0-6) |
| 06026127 | Project in Data Science and Business Analytics 1 | 3(0-9-0) |
| 060261xx | Elective Course in Data Science and Business Analytics 1 | 3(3-0-6) or 3(2-2-5) |
| Total | 16 | |
*Credits (Lecture : Lab : Self-Study)
Year 3, Semester 3
| 06026129 | Data Science and Business Analytics Professional Practices | 3(0-35-0) |
| Total | 3 | |
*Credits (Lecture : Lab : Self-Study)
Year 4, Semester 1
| Code | Subject | Credits |
| 06026128 | Project in Data Science and Business Analytics 2 | 3(0-9-0) |
| 060261xx | Elective Course in Data Science and Business Analytics 2 | 3(3-0-6) or 3(2-2-5) |
| xxxxxxxx | Free Elective Course 1 | 3(3-0-6) |
| Total | 9 | |
*Credits (Lecture : Lab : Self-Study)
Year 4, Semester 2
รวม6
| Code | Subject | Credits |
| xxxxxxxx | Free Elective Course 2 | 3(3-0-6) |
| 90xxxxxx | Elective Course in Humanity 2 | 3(3-0-6) |
| Total | 6 | |
*Credits (Lecture : Lab : Self-Study)
Study plan with cooperative education
Year 1, Semester 1
| Code | Subject | Credits |
| 06026100 | Information Technology Fundamentals | 3(2-2-5) |
| 06026104 | Computer Programming | 3(2-2-5) |
| 90101007 | Introduction to Mathematical Economics | 3(3-0-6) |
| 90201001 | Foundation English 1 | 3(3-0-6) |
| 90401013 | General Business | 3(3-0-6) |
| 90101xxx | Elective Course in Scientific and Mathematics 2 | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 1, Semester 2
| Code | Subject | Credits |
| 06026101 | Mathematics for Information Technology | 3(3-0-6) |
| 06026105 | Introduction to Computer Networks | 3(3-0-6) |
| 06026106 | Database System Concepts | 3(2-2-5) |
| 06026107 | Data Structures and Algorithms | 3(3-0-6) |
| 90201002 | Foundation English 2 | 3(3-0-6) |
| 90401012 | Introduction to Marketing | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 2, Semester 1
| Code | Subject | Credits |
| 06026102 | Discrete Mathematics | 3(3-0-6) |
| 06026103 | Probability and Statistics | 3(3-0-6) |
| 06026108 | Management Information Systems | 3(3-0-6) |
| 06026109 | Web Technology | 3(2-2-5) |
| 06026110 | Financial Accounting | 3(2-2-5) |
| 06026111 | Practical NoSQL Database | 1(0-2-1) |
| 90201012 | Development of Reading and Writing Skills in English | 3(3-0-6) |
| Total | 19 | |
*Credits (Lecture : Lab : Self-Study)
Year 2, Semester 2
| Code | Subject | Credits |
| 06026112 | Business Information System Analysis and Design | 3(3-0-6) |
| 06026113 | Statistical Programming | 1(0-2-1) |
| 06026114 | Business Processes and Enterprise Resource Planning | 3(2-2-5) |
| 06026115 | Introduction to Business Intelligence | 3(2-2-5) |
| 06026116 | Business Data Analytics | 3(2-2-5) |
| 06026117 | Fundamental of Data Science | 3(3-0-6) |
| 90201026 | English for Communication | 3(3-0-6) |
| Total | 19 | |
*Credits (Lecture : Lab : Self-Study)
Year 3, Semester 1
| Code | Subject | Credits |
| 06026118 | Information Technology Project Management | 3(3-0-6) |
| 06026119 | Information Technology Security and IT Laws | 3(3-0-6) |
| 06026120 | Data Warehousing | 3(2-2-5) |
| 06026121 | Data Mining and Big Data Analytics | 3(2-2-5) |
| 06026122 | Data Science for Business | 3(2-2-5) |
| 90304004 | Report Writing | 3(3-0-6) |
| Total | 18 | |
*Credits (Lecture : Lab : Self-Study)
Year 3, Semester 2
| Code | Subject | Credits |
| 06026123 | Seminar on Professional Communication Skills | 1(1-0-2) |
| 06026124 | Data Visualization | 3(2-2-5) |
| 06026125 | Machine Learning | 3(2-2-5) |
| 06026126 | Business Strategic and Performance Management | 3(3-0-6) |
| 06026127 | Project in Data Science and Business Analytics 1 | 3(0-9-0) |
| 060261xx | Elective Course in Data Science and Business Analytics 1 | 3(3-0-6) or 3(2-2-5) |
| Total | 16 | |
*Credits (Lecture : Lab : Self-Study)
Year 4, Semester 1
| Code | Subject | Credits |
| 06026128 | Project in Data Science and Business Analytics 2 | 3(0-9-0) |
| xxxxxxxx | Free Elective Course 1 | 3(3-0-6) |
| xxxxxxxx | Free Elective Course 2 | 3(3-0-6) |
| 90xxxxxx | Elective Course in Humanity 2 | 3(3-0-6) |
| Total | 12 | |
*Credits (Lecture : Lab : Self-Study)
Year 4, Semester 2
| Code | Subject | Credits |
| 06026130 | Cooperative Education in Data Science and Business Analytics or
Cooperative Education in Data Science and Business Analytics |
6(0-35-0) |
| Total | 6 | |
*Credits (Lecture : Lab : Self-Study)
** Both the study plan are differ only in Year 4 and Study plan with cooperative education don’t have a course in Year 3, Semester 3.
