082 110 ศลปะการดาเนนชวตและทางานอยางเปนสข 3(3-0-6) (Art of Living and Working for Happiness) กลมวชาสงคมศาสตร 083 101 มนษยกบสงแวดลอม 3(3-0-6) (Man and His Environment) 083 102 จตวทยากบมนษยสมพนธ 3(3-0-6) (Psychology and Human Relations) 083 103 หลกการจดการ 3(3-0-6) (Principles of Management) 083 104 กฬาศกษา 3(2-2-5) (Sport Education) 083 105 การเมอง การปกครองและเศรษฐกจไทย 3(3-0-6)
มคอ. 2 11
(Thai Politics, Government and Economy) 083 106 ศลปะการแสดงในอาเซยน 3(3-0-6) (Performing Arts in ASEAN) 083 107 วถวฒนธรรมอาเซยน 3(3-0-6) (Aspects of ASEAN Culture) 083 108 วฒนธรรมดนตรอาเซยน 3(3-0-6) (ASEAN Music Culture) 083 109 การใชชวตอยางสรางสรรค 3(3-0-6) (Creative Living) 083 110 กจกรรมเพอชวตสรางสรรค 3(3-0-6) (Activities for a Creative Life)
083 111 ประสบการณนานาชาต 3(3-0-6) (International Experience)
083 112 หลกเศรษฐกจพอเพยงกบการพฒนาสงคม 3(3-0-6) (Sufficiency Economy and Social Development) กลมวชาวทยาศาสตรกบคณตศาสตร 084 101 อาหารเพอสขภาพ 3(3-0-6) (Food for Health) 084 102 สงแวดลอม มลพษและพลงงาน 3(3-0-6) (Environment, Pollution and Energy) 084 103 คอมพวเตอร เทคโนโลยสารสนเทศและการสอสาร 3(3-0-6)
(Computer, Information Technology and Communication) 084 104 คณตศาสตรและสถตในชวตประจาวน 3(3-0-6)
(Mathematics and Statistics in Everyday Life) 084 105 โลกแหงเทคโนโลยและนวตกรรม 3(3-0-6)
(World of Technology and Innovation) 084 106 วทยาศาสตร และเทคโนโลยในประชาคมอาเซยน 3(3-0-6) (Science and Technology in ASEAN Community)
Principles and concepts of communication; the use of Thai language skills for effective and creative communication in daily life and for knowledge seeking.
Practice of four language skills with an emphasis on listening and speaking in everyday life and in various situations; practice of reading comprehension to be able to summarize main points; practice of paragraph writing; ability to use English as a tool for knowledge seeking.
Practice of four language skills with an emphasis on reading and discussion on what is read; ability to use information from reading to write; listening for main ideas; ability to use English as a tool for knowledge seeking.
The significance of arts; the role of mankind as art creators; sources of inspiration; the evolution of art in the areas of visual arts, drama and music from the past to the present; unique characteristics of artworks, arts as an expression of mankind’s ideas, emotions, beliefs and as a reflection of society, art appreciation from aesthetic perspectives and the interaction between art, mankind and society.
The evolution of mankind; mankind’s role in abstract and concrete creation which have been the foundations of human civilization from the past to the present; contributing factors, processes, characteristics and outputs of creativity and impacts on mankind in each period; analysis from the perspective of history and relevant disciplines.
The significance of philosophy, concepts and philosophical methods related to life; the acquisition of truth, knowledge, ethical values and beauty; logical thinking and analysis of contemporary issues leading to ethical consciousness and social and personal responsibilities.
The significance of civilization; forms and fundamental factors leading to the origin of civilization, the glory and decline of world civilization in each period; the process of civilization accumulating from creativity and learning experience and material and spiritual interaction between civilizations related to politics and government, law, literature, art, philosophy, religions and beliefs benefiting present society.
Foundations and evolution of Thai civilization with an emphasis on historical background, creativity, social value, folk wisdom and cultural heritage: language, literature, art, religion, politics and government, the economy and society; the effects of science and technology; the role of Thailand as a member of the international community.
082 106 ศลปะสถาปตยกรรมในประชาคมอาเซยน
(Architecture and Related Art in ASEAN Community) 3(3-0-6)
The development of settlements in relation to geography and ecology. Examining different styles of vernacular architecture, in the context of belief, religion, and culture. The development of architecture, its related arts and architectural heritage. Contemporary architecture indicative of the identity of ASEAN countries.
มคอ. 2 27
082 107 สมาธเพอการพฒนาชวต (Meditation for Self-Development)
Meanings, objectives, methods, and stages of meditation. The commencement of meditation, the characteristics, and benefits of recitation and meditation. Characteristics of anti-meditative states and the applications of meditation in daily life. Meditation for study and work, including the characteristics, stages, qualities, and benefits of Dhyana (contemplation) and jhana (awareness). Concepts of Vipassana (insight) and the differences between Samatha (serenity) and Vipassana, including diagrams of Samatha and Vipassana techniques. The relevance of Vipassana for global citizens.
Cultural products in art, design and architecture as reflection of philosophy, politics, economics science and technology of western culture, effect of the adoption of Western visual culture on Thai society.
Elements of music, Thai and foreign music; works of important Thai and foreign composers; comparison of characteristics of music from different nations and folk music; unique characteristics of Thai music, and the relationship between music and other art forms.
082 110 ศลปะการด าเนนชวตและท างานอยางเปนสข
(Art of Living and Working for Happiness) 3(3-0-6)
Studying in order to understand oneself and others. Roles and responsibility for oneself and community. Principles of cooperation. Personality and social manners. Morals and ethics in everyday life and work. Ways of living and working based on principles of sufficiency economy.
The relationship among humans, environment and geographical ecology; the harmonious relationship of living things with the balance of nature; factors leading to degradation of natural environment and geographical ecology; characteristics and scopes of present problems; trends of problems in the future, the effect of the problems on human race; enhancement and involvement in environmental management for the sustainable society.
Human nature focuses on development, developmental stages, contributing factors to the development, self-perception and perception of others, attitude, interpersonal satisfaction, communication and interpersonal relations, principle of motivating people, emotion, emotional control and coping with stresses, personality development, adjustment, leadership, teamwork, an application of psychology for self improvement and to create the quality of life.
Meanings and importance of the management. Purposes and principles of philosophical concepts in theoretical contributing to success in life. Operation or mission of individual; organizations and societies to be accomplished efficiently and effectively with ethics and social responsibility. Policy and planning; organisational behavior; organising; resource management and evaluation.
The history of sport education, learning, training, skills development, technical of sport, regulations and rules, etiquette of players and spectators, physical fitness, accident prevention of sport, first aid, the role of a good athlete and an audience, the benefits of sport to enhance wellness. A choice to study an international sport or contemporary sport.
มคอ. 2 31
083 105 การเมอง การปกครองและเศรษฐกจไทย (Thai Politics, Government and Economy)
Structure, system and processes of Thai politics; government and the economy; the development of government and civil society’s roles; analysis of the relationship between political mechanisms, government and the economy affecting national development; analysis of the impact of globalization on politics, government and economy.
The formation of ASEAN and the ASEAN community; identities, diversities and the cultural relationship among ASEAN countries and their intercultural communication.
Musical culture in the ASEAN community; history and development of mainstream ASEAN music culture, music theories; musical instruments; ensembles; major songs and key ASEAN composers and musicians; the relationship between ASEAN music and other art forms; the present situation of ASEAN music.
Creativity and aesthetics of individual, family and community life, including factors determining lifestyle. Examining sufficiency living, consumerism, basic factors and facilities in human living. Understanding resource consumption, inhabitance, social and environmental responsibility and civil duty.
มคอ. 2 33
083 110 กจกรรมเพอชวตสรางสรรค (Activities for a Creative Life)
The meaning and importance of self-development for students. Desired graduate attributes and the cultivation of a positive attitude as a global citizen. The encouragement of volunteerism, morality, ethics and honesty. Teamwork development. Lifelong learning from student development activities.
The importance and objectives of integrated learning through travels and international experiences, including planning and preparation of trips, training for experience at a university, academic institute or other institutions in a foreign country as suggested by the Faculty of University. Knowledge and experience of language, culture, tradition and history gained from the chosen country.
มคอ. 2 34
083 112 หลกเศรษฐกจพอเพยงกบการพฒนาสงคม (Sufficiency Economy and Social Development)
Definitions, principles, concepts and significance of sufficiency economy. Case studies of royally-initiated projects related to sufficiency economy. Application of sufficiency economy principles to proper awareness in ways of life.
Introduction to bodily needs of food; compositions of food; food hygiene and health; diet imbalanced with diseases; eating habits and health; nutritional problems and diseases; diseases from contamination of food preservatives and packaging; food safety and consumer protection.
Compositions and relationships of natural elements. Causes, impacts, and management of various types of pollutants. Energy. Impact and management of energy usage.
มคอ. 2 35
084 103 คอมพวเตอร เทคโนโลยสารสนเทศและการสอสาร (Computer, Information Technology and Communication)
Roles and significance of computers, information technology, and communication in modern days. Future trends. Basic knowledge, creative applications, securities, laws, and ethics related to computer and information.
084 104 คณตศาสตรและสถตในชวตประจ าวน
(Mathematics and Statictics in Everyday Life) 3(3-0-6)
Philosophy, concepts and innovative technology and various innovation in the present and future. Development, application and management. Role and effect of developed technology and innovation on the life, economics and social.
มคอ. 2 36
084 106 วทยาศาสตร และเทคโนโลยในประชาคมอาเซยน (Science and Technology in ASEAN Community)
Science and technology for the creative and sustainable development of ASEAN community, with regards to society, economy, art, culture, education, public health environment. Examining community education resources for science and technology, and knowledge exchange between ASEAN scientists and technologists. Public communication activities, and the creation of media resources to demonstrate the impact of science and technology on the community.
Importance of energy and environment. Types of energy. Energy conversion technology. Situation and trend of energy use in ASEAN and in the world. Renewable and alternative energy resources in ASEAN. Potentials of energy production in ASEAN. Energy policies in ASEAN. Global warming. Environmental impacts due to energy use.
History and importance of astronomy, the earth’s atmosphere and meteorological forecasting. Astrological phenomena and observation, the solar system, constellations and application of this knowledge in everyday life.
Practice reading comprehension skills in scientific articles in order to get the main ideas of the articles and of the authors as well as to practice summarizing and writing scientific reports.
Practice in all language skills to enable students to understand and communicate in various social settings with an emphasis on English for future career such as writing applications for jobs and scholarships and interviewing.
มคอ. 2 38
510 311 การบรหารจดการส าหรบนกวทยาศาสตร (Operations Management for Scientists)
The nature of statistics and its general applications. Descriptive statistics and probability. Probability distributions of random variables. Sample selection and sampling distribution. Estimation. Tests of hypotheses. Nonparametric statistics. Simple regression and correlation. Analysis of variance. Utilization of packages for analysis.
516 170 การอนรกษสงแวดลอมธรรมชาตและมรดกทางวฒนธรรม
(Natural Environment and Cultural Heritage Conservation) 3(3-0-6)
Definitions and significance of natural environment and cultural heritage conservation. Scopes, objectives and benefits of conservation. Current status and future trends. Problems. Solution and preventive measures. Policy and planning for conservation.
House Keeping. Economical home decoration. Colors for home decoration. Home renovation. Indoor light setting. Ventilation. Energy conservation. Outdoor landscape improvement. Soil waste separation. Kitchen waste management. Household hazardous waste management.
System of linear equations and matrices. Determinants. Vector spaces over the real numbers. Linear transformations and matrix representations. Eigenvalues, eigenvectors and diagonalization. Inner product spaces. Applications.
Basic concepts of probability. Conditional Probability and independence of events. Bayes’ theorem. Random variables and probability distributions. Expectations. Joint probability distributions. Independence of random variables. Probability inequalities. Convergence of sequence of random variables. Law of large numbers. Central limit theorem. Bernoulli and Poisson process. Markov chains.
Introduction to computer systems and data processing. Flowchart. Structured programming. Arithmetic and logical operators. Conditional statements. Loops. Nested conditional statements and loops. Array. Multi-dimensional array. Pointer. String. Function. Program testing and debugging. Program development for problem solving. Programming techniques for solving complex problems.
Introduction to object concept. Encapsulation. Class, method, and message of class. Object. Constructor and destructor functions. Inheritance. Polymorphism. Function overloading and operator overloading. Generic function. Programming techniques for solving complex problems.
Data representation and operators in linear structures: list, stack, queue, and double-ended queue. Data representation and operators in hierarchical and network structures: tree and graph. The measurement of efficiency of sorting and searching algorithms. Problems on trees and graphs. Applications of object-oriented techniques to data structure implementation.
Introduction to digital logic. Digital circuits and applications. Boolean algebra. Digital logic expression. Logic circuit minimization techniques. Analysis and design of combinational and sequential circuits. Programmable logic devices. Introduction to integrated circuits synthesis with a hardware description language.
Mathematics background. Combinatorics. Generating functions and recurrence relations. Graphs and applications. Theory of trees and networks. Finite state machines.
Computer model and components. Stored-program architecture. Instruction cycle. Instruction set architecture. Machine and assembly languages. Addressing modes. Basic and advance processor designs. Memory systems. Cache memory. Input/output systems and interfacing. Interrupts. Direct Memory Access. Secondary storage units. Significances and case studies of operating systems for computers.
517 241 การสอสารขอมลและเครอขายคอมพวเตอร (Data Communications and Computer Networks)
Principles of data communications and open system standards. OSI reference model. Analog and digital data communications. Transmission media and devices. Data link controls. Computer network architectures and protocols. Local area networks and wide area networks. TCP/IP protocol and the Internet. Basics of addressing, subnetting, naming, and routing. Network applications and Internet services. Fundamental of computer network management.
มคอ. 2 48
517 311 การวเคราะหและการออกแบบขนตอนวธ (Algorithm Analysis and Design)
Complexity analysis of algorithms. Methods of solving recurrence equations. Various algorithm design techniques including divide and conquer, dynamic programming, greedy algorithms, heuristics and approximation algorithms. Graph algorithms and advanced data structures. Space and time complexities. Introduction to NP-completeness. Practical examples that use the aforementioned algorithms.
Introduction to operating system design and implementation. Operating system components. Process and thread management. Concurrent processing and inter-process communications. Memory management. File and device management. Computer security. Case studies.
Model of computation and equivalent languages. Finite state machine. Deterministic and non-deterministic finite automata. Regular languages. Context free grammar and languages. Push-down automata. Turing machine.
Concepts of programming languages and paradigms. Language processors. Syntax and semantic. Data types. Sequence control. Subprogram control. Study and comparison of major programming language paradigms.
มคอ. 2 50
517 323 ความช านาญในการเขยนโปรแกรมดวยภาษาจาวา (Programming Expertise in Java)
In-depth understanding in object-oriented programming. Behaviors of Java programs. Java language specifications. Java SE certification exams. Programming practice. Problem solving techniques.
Hardware and operating systems for mobile devices. Development tools. Programming techniques. Graphical User Interface (GUI). Event handling. Important Application Program Interfaces (APIs). Map. Location, Communication with services and social network.
Techniques in software development for multiple platforms including desktop and mobile. Application development with single code base. Software development tools. Limitations of multi-platform application developments. Native and hybrid applications.
Introduction to artificial intelligence concepts. Problem solving methods: searching, knowledge representations, and machine learning. Applications in major areas: game playing, expert systems, natural language processing, theorem proving, and robotics.
Introduction to Knowledge-Based System. Knowledge-Based Design. Knowledge representation techniques. Expert system shells, tools, and languages. Methods of inference. Reasoning mechanisms with forward chaining and backward chaining. Knowledge acquisition. Reasoning explanation. Case studies. Design and development of expert systems. User interface and natural language understanding.
Evolution as paradigm for problem-solving and optimization. Heuristics. Genetic algorithm. Genetic programming. Artificial ants. Estimation of distribution algorithm.
517 341 สถาปตยกรรมและเทคโนโลยเครอขายคอมพวเตอร
(Computer Network Architecture and Technology) 3(2-2-5)
Computer network architectures. TCP/IP protocol suite. Internetworking with TCP/IP. Subnetting. Domain name system. Static and dynamic routing. Routing protocols. Broadcasting and multi-casting. Technologies of computer networking, telecommunication and service models. Fundamental of distributed computing systems. Computing technologies on computer networks. Communication networks for mobile and wireless computing. Network system and service security. Virtual private networks. Principles of network design and administration. Quality of service. Computer network system management.
มคอ. 2 53
517 342 ความปลอดภยในระบบคอมพวเตอรและเครอขาย (Computer and Network Security)
Fundamentals and goals of computer and network security. Risks assessment and management. Computer system and network protection principles. Construction and analysis of cryptosystems. Secure communications. Access controls. Authentications. Digital signatures. Digital certifications. System threats and protections. Legal issues and ethics. Case studies.
Architectures of network applications. Client/server and peer-to-peer architectures. Application layer protocols and network applications. Server architectures, types and processes. Operating systems, communication subsystems and related system calls. Transport and network layer services. Connection-oriented and connectionless protocols. Socket programming. Remote procedure calls. Remote method invocation of Java. Corba. Network application programming techniques, design, and implementation.
Fundamental concepts of digital image processing. Image transformation. Image enhancement. Image restoration. Image compression. Edge detection. Image segmentation. Interesting topics in digital image processing.
Digital multimedia technology overview and applications. Multimedia authoring and data representations. Interactive multimedia. Multimedia programming tools. Multimedia data compressions. Multimedia communications, content delivery, and standards.
Introduction and trends of the Internet of Things (IoT). Case studies of using the Internet of Things. Designing and building connected computing devices. Integrating internet services. System user experiences. System security.
Problem analysis. Introduction to research procedures and planning. Computer system configurations. Data preparation and program development. Program maintenance. Evaluation of research studies. Methods of research reporting. Documentations and citation. Academic presentation.
517 411 การออกแบบระบบฝงตวและระบบเวลาจรง (Embedded and Real-time System Design)
Embedded and real-time system components. Embedded and real-time system synthesis. System modeling. Reliability and fault tolerance. Concurrency and concurrent programming. Scheduling. Examples of embedded and real-time systems. Design tools. Current research topics in embedded and real-time systems.
Analysis, design, and implementation of high performance computing. Parallel architectures. Parallel algorithms. Parallel programming languages and platforms. Performance issues. Computational science and engineering applications. Current research topics.
Fundamentals of machine learning. Supervised learning. Unsupervised learning. Reinforcement learning. Statistical learning. Learning theory. Current research and development.
Concepts of natural language. Lexical and syntax analysis. Parsing techniques. Semantics of sentences. Analysis and relation creation between sentences. Speech processing.
Principles of distributed computing. Design of distributed systems. Issues in communications, coordination, and synchronization. Fault-tolerance. Locality. Parallelism. Security. Performance analysis. Distributed applications. Current research topics and technologies.
517 442 การออกแบบและการบรหารเครอขายคอมพวเตอร
(Computer Network Design and Administration) 3(2-2-5)
Types of network devices and interconnection. Network topology analysis and design. Routing protocols. Design and configuration of switching system, virtual local area network, virtual private network, wireless network, and wide area network. Router configuration and network device management. Installation, configuration, and administration of network clients and servers. Access control lists configuration. Fault management methods and evaluation of system reliability. System accounting management. Performance and security management. Tools and network management standard protocols for network management. Case studies.
Introduction to sensor networks. Sensor platforms. Sensor network design and deployment. Bandwidth and energy constraint aware techniques. Network control and routing. Collaborative information processing. Infrastructure security. Programming for sensor.
Introduction to cloud computing and related technologies. Necessary middlewares. Cloud service models. Cloud computing architectures. Cloud storage. Virtualization technology. Security and privacy issues. Introduction to MapReduce. Case studies.
Introduction to image formation and manipulation. Feature extraction. Motion. Object tracking. Video processing. Object recognition. Current research topics.
517 452 สถาปตยกรรมและการเขยนโปรแกรมบนจพย/เอพย (GPU/APU Architecture and Programming)
Introduction to GPU/APU architecture. Significance of GPU/APU programming. OpenCL programming. Optimizing and debugging a GPU/APU-based program. Advanced applications of GPU/APU.
มคอ. 2 62
517 481 เรองคดเฉพาะทางวทยาการคอมพวเตอร 1 (Selected Topics in Computer Science I)
Overview of computer science and information technology. Introduction to computer and information system. Mathematics and computer. Basic computer organization. Multimedia technology and storage devices. Software and data management. Information system development. Data communication and computer network. Social impact of computer and information system. Case studies.
520 212 กฎหมายและจรรยาบรรณส าหรบเทคโนโลยสารสนเทศ
(Laws and Ethics in Information Technology) 3(3-0-6)
Issues of laws related to the rights on freedom of opinion expression, communication, and information distribution. Laws related to information and information technology. Basic knowledge of ethics in profession. Ethics in information profession. Ethics of information and information technology usage.
Overview of statistical learning and computer architecture for big data. Overview of various data types: structured data. Overview of multi-dimensional data analysis. Dimension reduction. Supervised learning methods. Unsupervised learning methods. Multivariate data analysis methods. Software tools and programming. Performance and memory optimization for large datasets. Cluster analysis. Evaluation.
Fundamental concepts and architecture of database systems. Conceptual data models. Database design and implementation. Database management system. Data integrity. Introduction to transaction management. Database security. Case studies.
มคอ. 2 67
520 326 การออกแบบระบบฐานขอมลและการท าใหเกดผล (Database System Design and Implementation)
Process of database system development. Business database management design and implementation. Complex database system designs. Distributed database systems. Non-Relational Database Systems. Case studies.
Data mining concepts, principles and algorithms. Extraction of information from large data. Pattern recognition. Related statistics and data analysis.. Machine learning. Process of automated presentation of patterns, rules, and functions from complex database for business decision making. Data reduction strategies. Data mining applications.
มคอ. 2 68
520 341 เทคโนโลยและการเขยนโปรแกรมบนเครอขายอนเทอรเนตและเวลดไวดเวบ (Internet and World Wide Web Technology and Programming)
Architectures and technologies of the Internet and World Wide Web. TCP/IP and HTTP protocols. Namespace. Interconnection. Types of Internet services. Standard protocols. Programming languages and markup languages for web application development. Development tools and frameworks. Design and development of websites. Design of user interfaces. Dynamic HyperText Markup Language. Dynamic web pages. Common Gateway Interfaces. Client-side and server-side scripting. Database systems for web applications. Web Service. Security on World Wide Web system. Website administration principles.
มคอ. 2 69
520 351 การปฎสมพนธระหวางมนษยกบคอมพวเตอรและการออกแบบ สวนตอประสาน (Human Computer Interaction and Interface Design)
Fundamental principles of Human Computer Interaction (HCI). Theories of human perception thinking and reading recognition. Human ability and behavior. HCI model. Type of interfaces. Tools and techniques for user interface (UI). Principles of human interface design and development. Interactive UI and interactive user experience (UX) technological designs, implementation, and evaluation. Analysis of the problem domain, user's skills, and tasks. Iterative prototyping of interfaces to address user's needs; usability testing, and innovative in UI and HCI.
Principles and concepts of virtual reality (VR). Basic elements of virtual reality. Tools for creating virtual reality. Design of a virtual environment. Interaction modes. Physical simulation. Human factors. VR hardware and software. Combining the technology of virtual reality. Application of virtual reality. Topics related to mixed reality.
System development cycle. Basic tools in system analysis. Alternative system development. Physical design of computer systems. Special design features. Project planning and control. Case studies.
Techniques of system design. Top-down design and structured programming. Software reliability. Verification and validation. Security and privacy. Documentation and maintenance. Software management. Small group projects related to the topics.
Fundamental of database management for data storage and data representation. Indexing. Representation models. Information storage. Searching techniques and retrieval. Document processing. Taxonomy. Evaluation of information retrieval effectiveness (Retrieval performance measurement).
มคอ. 2 72
520 451 การออกแบบและการพฒนาเกม (Game Design and Development)
