Bachelor in Artificial Intelligence – Department of Undergraduate Studies https://eqldt.ftu.edu.vn Wed, 10 Jun 2026 10:48:40 +0000 vi hourly 1 Bachelor in Artificial Intelligence, majoring in Artificial Intelligence for Innovation in Economics and Business (Integrated Program) https://eqldt.ftu.edu.vn/bachelor-in-artificial-intelligence-majoring-in-artificial-intelligence-for-innovation-in-economics-and-business-integrated-program/ Wed, 10 Jun 2026 10:48:40 +0000 https://eqldt.ftu.edu.vn/?p=15681
  • Training objectives

    • General Objectives:

    The program Artificial Intelligence for Innovation in Economics and Business aims to train applied AI human resources with a solid foundation in artificial intelligence, machine learning, and smart technologies, while integrating innovative thinking in the fields of economics and business. Students are equipped with the capacity to develop and apply AI models, build smart decision-making systems, and create technological solutions to solve problems, promote digital transformation, and create new values for businesses and society.

    Upon graduation, students are capable of applying AI expertise to analyze, forecast, and support the process of management, planning, and innovation in economics – business. They form creative thinking associated with technology, know how to organize and implement innovative initiatives, and are ready to work in a global environment and proactively adapt to the rapid changes in technology and the market context.

    Specific Objectives:

    The program aims to train a highly qualified workforce with comprehensive capabilities to adapt and lead in the context of digital transformation and global innovation. Specifically:

    PO1 (Professional Knowledge): Possess a solid foundation of knowledge in artificial intelligence, data analysis and management, integrated with economics – business and innovation to effectively solve practical problems.

    PO2 (Professional Skills): Proficient in modern technological tools and platforms; capable of analyzing, deploying, and applying AI to support decision-making; develop systems thinking, critical thinking, ethics, and creativity in an interdisciplinary context.

    PO3 (Qualities – Ethics – Autonomy – Creativity): Possess a sense of responsibility, professional attitude, ethical compliance, along with proactive self-learning, adaptability, and innovation; possess foreign language proficiency, digital capacity, and health to work in an international environment, develop a long-term career, and pursue higher education.

    1. Program Learning Outcomes

    The program aims to develop learners into comprehensive experts in the field of Artificial Intelligence, capable of adapting, innovating, and leading change in the context of globalization and digital transformation. 

    No. Program Learning Outcomes Competency Level
    Knowledge
    PLO 01 Apply basic knowledge in general education components including politics, society, history, culture, mass communication, psychology, philosophy, logic, and social sciences – humanities in studying, researching, and working. K3
    PLO 02 Master the foundational knowledge, principles, techniques, and core tools of artificial intelligence, along with a basic understanding of innovation and economics – business, as a basis for studying and developing specialized subjects. K3
    PLO 03  Apply in-depth knowledge of artificial intelligence along with modern methods and tools to analyze and solve problems in economics and business, while proposing and implementing innovative initiatives. K3
    Skills
    PLO 04  Develop critical thinking, communication skills, and an innovative spirit to analyze, solve problems, and contribute applied AI solutions in economics – business. S3
    PLO 05  Develop advanced professional skills to adapt, elevate work performance, and affirm professional capacity in the field of artificial intelligence applied to economics – business. S3
    Autonomy and Responsibility
    PLO 06 Have the capacity to work independently and in multidisciplinary teams, with a sense of responsibility, critical thinking, innovation, lifelong self-learning ability, and adaptability in an international environment. A3
    PLO 07 Comply with ethical standards and social responsibility, applying artificial intelligence sustainably to contribute to businesses and the community. A3
    Digital and Foreign Language Proficiency
    PLO 08 Students have the ability to communicate effectively in English in an international environment, proficiently use information technology, and achieve high digital competence, meeting the requirements of studying, researching, and working in the digital era. S4
    PI 8.1 Communicate effectively in English, achieving level 4/6 according to the Vietnamese Foreign Language Proficiency Framework.
    PI 8.2 Proficient in advanced information technology skills (issued with Circular 03/2014/TT-BTTTT dated March 14, 2014, of the Ministry of Information and Communications); Digital capacity reaches level 7/8 in terms of proficiency in the competency domains of the Digital Competency Framework according to Circular No. 02/2025/TT-BGDĐT dated January 24, 2025, of the Ministry of Education and Training.

     

    3. Curriculum framework

    No. MODULE Course Code Credits Prerequisite Module
    TOTAL 130
    1 GENERAL EDUCATION KNOWLEDGE 37
    1.1 Political Theory 11
    1 Marxist – Leninist Philosophy TRI114 3
    2 Marxism-Leninism Political Economy TRI115 2
    3 Scientific Socialism TRI116 2 TRI114
    4 Ho Chi Minh’s Ideology TRI104 2 TRI114,

    TRI115
    5 History of the Communist Party of Vietnam TRI117 2 TRI114,

    TRI115
    1.2 Social Sciences, Humanities – Arts, Mathematics – Informatics 26
    1.2.1 Compulsory 20
    6 Introduction to Law PLU111 3
    7 Linear Algebra  TOA109 3
    8 Mathematical Foundations TOA112 3
    9 Research Methodology PPH109 2
    10 Microeconomics KTE201 3
    11 Macroeconomics KTE203 3
    12 Design thinking & Innovation DTI100 3
    1.2.2 Elective (Choose 2 of the following modules) 6
    13 Principles of Accounting KET201 3
    14 Principles of Finance TCH302 3
    15 Digital Economics KTE214 3
    16 Science and Technology for Humanity TRI204 3
    17 Human-AI Interaction AIB201 3
    18 Computer Architecture and Principles of Operating Systems COS200 3
    19 Entrepreneurial Mindset and Ideation QTR211 3
    1.3 Supplementary Foreign Language (Students with sufficient basic English proficiency will switch to English for Specific Purposes)
    20 Academic and Business English 1 EAB111
    21 Academic and Business English 2 EAB121
    2 PROFESSIONAL EDUCATION KNOWLEDGE 75
    2.1 Field-specific foundational knowledge 24
    2.1.1 Compulsory 12
    22 Probability and Statistics for Economics and Business TOA203 3 TOA109
    23 Introduction to Computational Thinking and Programming COS100 3 TOA109
    24 Artificial Intelligence: Foundations, Techniques, and Society AIB202 3
    25 Data Structures and Algorithms DAS100 3 COS100
    2.1.2 Foreign Language – English for Specific Purposes 6
    26 ESP – Technical writing and presentation ESP237 3
    27 ESP – Technology & Data Science ESP343 3
    2.1.3 Elective (Choose 2 of the following modules) 6
    28 E-commerce TMA306 3
    29 Digital marketing MKT206 3
    30 Supply chain management TMA313 3
    31 Fintech and Applications TCH406 3 COS403
    32 Digital Strategy and Business Models DAS307  3 KTE201
    33 Numerical Computing Methods TOA208 3 TOA109
    34 Mathematical Optimization TOA113 3 TOA109
    35 Design and Analysis of Algorithms TOA209 3 DAS100
    36 Information Security COS300 3
    2.2 Major knowledge 21
    2.2.1 Compulsory 15
    37 Object-Oriented Programming COS203 3 COS100
    38 AI-Integrated Systems Analysis and Design AIB203 3
    39 Data Management and Analytics COS205 3
    40 Machine Learning: From Foundations to Deep Learning AIB204 3 AIB202
    41 Management of Technology COS306 3
    2.2.2 Elective (Choose 2 of the following modules) 6
    42 Internet of Things COS304 3
    43 Web and Mobile Programming* COS402 3 COS203
    44 Distributed System and Blockchain Technology COS403 3
    45 Advanced Artificial Intelligence Programming AIB301 3 AIB202
    46 Computational Cognitive Science COS308 3
    47 Intro to AGI AIB302 3 AIB202
    48 Tech Startup COS307 3
    2.3 In-depth specialized knowledge 30
    2.3.1 Compulsory 18
    49 Quantitative method for Economics and Business DAS202 3 TOA109
    50 Computer Vision and Autonomous Robotics: Business Applications (1) AIB303 3 AIB204
    51 Business Applications of NLP and Large Language Models (2) AIB304 3 AIB204
    52 AI and Big Data in Economics, Finance, and Business (3) AIB305/AIBE305 3 AIB204
    53 Market and Social Network Data Analysis DAS306 3 MKT206
    54 AI Project Management in Economics, Finance and Business AIB401/AIBE401 3 AIB202
    2.3.2 Elective 1 of 2 tracks (Choose 4 of the following modules)* 12
    AI System Development (Bachelor orientation – AI Product Developer)
    55 Mô hình xác suất đồ thị

    (Probabilistic Graphical Models)

    		 AIE400 2
    56 Optimization Modeling for Artificial Intelligence AIB402/AIBE402 3 AIB204
    57 Meta Reinforcement Learning AIB403/AIBE403 3 AIB204
    58 Machine Learning Operations (MLOps)* AIB404/AIBE404 3 COS203
    59 High Performance Scientific Computing AIB405 3 COS203
    60 Optimizing Machine Learning for Embedded System AIB406 3 AIB204
    Decision Making in Economics – Finance – Business (Manager orientation)
    61 Stochastic Models in Business Analytics DAS402/DASE402 3 TOA109
    62 Series Models for Economics and Business * TOA206 3 DAS202
    63 AI-Powered Decision Intelligence in Business & Society * AIB407/AIBE407 3
    64 Cloud-based AI Services and AutoML AIB408/AIBE408 3
    65 Transforming Business with AI and Big Data AIB409/AIBE409 3
    66 Big Data-driven Decision Systems AIB410 3
    3 Practical and internship modules (Internship) 9
    67 i-AIDE 1_Critical Thinking and Skills Development AIB111 3
    68 i-AIDE 2_Applied AI Capstone AIB211 3
    69 i-AIDE 3_Optimization in Economics and Business Project AIB311 3
    4 Graduation modules 9
    70 i-AIDE 4_Graduation Thesis: Creative Project in Applied AI AIBH411/AIBE411 9

    Notes:

    * Core modules that must be taken when choosing a specialized track. 

    ** The 2nd foreign language of the training program (choose one of the languages: English/ Chinese/ Japanese/ French/ Spanish). After completing the 2nd foreign language modules, students will achieve level 3/6 according to Vietnam’s 6-level Foreign Language Proficiency Framework under Circular No. 01/2014/TT-BGDDT. The study results of the 2nd foreign language are not included in the cumulative grade point average and are not a condition for assessing the achievement of the training program’s learning outcomes. The study results are recorded and attached to the student’s Academic Transcript.

    ]]>