Bachelor of Science in Big Data Management and Analytics

Faculty of Science and Technology



Overview

    This course is designed based on the conceptual and project-based and the Work Integrated Learning. The students who study in this course are learned in the big data management, big data analytic and big data visualization to design the management policy. The design as a course package which reflects professional expertise and personal expertise of graduates from the curriculum. The course focus on apply the theory in the classroom to analyze real problems from the workplace. There are 3 types of education plans which are work-integrated learning, co-operative and an internship education plan.     Graduates will be able to pursue careers in big data, with 3 main careers: data engineers, data analysts, and data scientists  

Duration of Course 4 years

 

Language of Instruction: Thai

Entry requirements:

The student who can apply this course be:
    • Graduate of grade 12 (high school) or equivalent with a minimum of 8 credits in mathematics, 4 credits in sciences.
    • In the case of complete some course in computer technology or programming will be considered.
    • Can be enrolled in the summer session.
    • Can be conversation with Thai language.
    • Good in English but English language certificate is not required.
    • Good attitude in science studying.

Course Content

1.General education at least 30 credits

1.1 Value of life and duties subject group at least 7 credits
Social science subjects at least 3 credits which selected from below:
01-110-007 Communication and Society 3(3-0-6)
01-110-018 Happiness Trend 3(3-0-6)
01-110-019 Proactive Thinking of Sufficiency Economy 3(3-0-6)
01-110-023 Good Citizen by Democratic Way 3(3-0-6)
Humanities subjects at least 3 credits which selected from below:
01-210-017 Searching and Academic Report Writing 3(3-0-6)
01-210-018 Information Retrieval 3(3-0-6)
01-210-020 Applied Psychology to Work 3(3-0-6)
01-210-023 Miracle of Love 3(3-0-6)
01-210-024 Learning Skills to Success 3(3-0-6)
Physical and recreation subjects at least 1 credit which selected from below:
01-610-003 Recreation 1(0-2-1)
01-610-008 Social Dances for Health 3(2-2-5)
01-610-014 Sports Skills for Health 1(0-2-1)
1.2 Language and Communication subject group at least 12 credits
English for communication subjects at least 6 credits which selected from below:
01-320-001 English for Communication 1 3(2-2-5)
01-320-002 English for Communication 2 3(2-2-5)
Additional language subjects at least 6 credits which selected from below:
01-310-001 Thai for Communication 3(3-0-6)
01-310-006 Academic Reading and Writing 3(3-0-6)
01-310-015 Creative Reading and Writing 3(3-0-6)
01-310-016 Thai for Professional Presentation 3(3-0-6)
01-320-003 English Conversation 3(2-2-5)
01-320-005 English for Job Application 3(2-2-5)
01-320-006 English for Science and Technology 3(2-2-5)
01-320-010 English for Standardized Tests 3(2-2-5)
01-320-014 English for Business Communication 3(2-2-5)
01-320-015 English for Online Business 3(2-2-5)
01-330-001 Basic Chinese 3(3-0-6)
01-330-002 Basic Chinese Conversation 3(3-0-6)
01-330-006 Basic Japanese 3(3-0-6)
01-330-007 Basic Japanese Conversation 3(3-0-6)
1.3 Science and innovation subjects group at least 6 credits
Information Technology subjects at least 3 credits which selected from below:
09-000-001 Computer and Information Technology Skills 3(2-2-5)
09-000-002 Program Package for Multimedia 3(2-2-5)
09-000-003 Information Technology for Decision Making 3(2-2-5)
Science Mathematics and Innovation subjects at least 3 credits which selected from below:
09-111-001 Thinking and Reasoning 3(3-0-6)
09-121-002 Basic Statistics for Innovation 3(2-2-5)
09-130-001 Green ICT 3(3-0-6)
09-130-002 Internet of Things in Everyday Life 3(3-0-6)
09-130-003 Digital Life 3(3-0-6)
09-210-003 Science, Creativity, and Innovation 3(3-0-6)
09-410-001 Keep Pace with Technology 3(3-0-6)
09-410-002 Sciences for Life 3(3-0-6)
1.4 Interdisciplinary and Entrepreneurship subjects group at least 5 credits
Interdisciplinary and Entrepreneurship Science subject:
00-100-101 RMUTT Identity 2(0-4-2)
00-100-201 Green University 1(0-2-1)
00-100-202 Design Thinking 1(0-2-1)
00-100-301 Entrepreneurship 1(0-2-1)

2.Specialized courses 94 credits

2.1 Basic Professional subjects group 18 credits
09-151-101 Mathematics for Big Data 3(3-0-6)
09-151-102 Basic Statistics for Data Analytics 3(3-0-6)
09-151-103 Statistical Modelling and Data Analysis 3(3-0-6)
09-151-104 Information Technology Security and IT Laws 3(3-0-6)
09-151-105 Computer Programming 3(2-2-5)
09-151-201 Calculus for Big Data 3(3-0-6)
2.2 Compulsory professional subjects group 40 credits
09-152-101 Computer Programming for Data Analytics 3(2-2-5)
09-152-102 Cloud Technology 3(2-2-5)
09-152-103 Specialized Computer Programming 3(2-2-5)
09-152-201 Principle of Big Data Platform 3(2-2-5)
09-152-202 Big Data Algorithms 3(2-2-5)
09-152-203 Database Management System 3(2-2-5)
09-152-204 Machine Learning 3(2-2-5)
09-152-205 Artificial Intelligence 3(2-2-5)
09-152-301 Business Management with Big Data 3(2-2-5)
09-152-302 Operational Research 3(2-2-5)
09-152-303 Big Data Project Management 3(2-2-5)
09-152-304 Seminar for Big Data Innovation 1(0-3-1)
09-152-305 Capstone Project 1 3(0-6-3)
09-152-306 Capstone Project 2 3(0-6-3)
2.3 Select professional subjects group
Cooperative education plan/Apprentice education plan 27 credits
Work Integrated Learning education plan 24 credits
Which selected at least 3 blocks from the subject blocks below:


Engineering Data Management subjects block
09-153-201 System Analysis and Design 3(2-2-5)
09-153-202 Commercial Platform for Big Data 3(2-2-5)
09-153-203 Data Warehouse 3(2-2-5)
09-153-301 Database Administration 3(2-2-5)
Embedded System subjects block
09-153-204 Intelligent Embedded System 3(2-2-5)
09-153-205 Storage Technology and management 3(2-2-5)
09-153-302 Internet of Things 3(2-2-5)
Business Forecasting subjects block
09-154-201 Financial Forecasting 3(2-2-5)
09-154-202 Time Series and Forecasting 3(2-2-5)
09-154-301 Data Streaming and Real Time Analytics 3(2-2-5)
Social Network Analytics subjects block
09-154-302 Information Retrieval 3(2-2-5)
09-154-303 Social Network Analytics 3(2-2-5)
Machine Learning subjects block
09-155-201 Data mining 3(2-2-5)
09-155-301 Advanced Machine Learning 3(2-2-5)
09-155-302 Computer Simulation and Modelling 3(2-2-5)
Research in Big Data subjects block
09-155-303 Research Methodology 3(2-2-5)
09-155-401 Problems in Big Data 3(0-9-0)
09-155-402 Special Topics in Big Data 3(2-2-5)
Business Analytics subjects block
09-156-201 Decision Support System 3(2-2-5)
09-156-202 Data Visualization 3(2-2-5)
09-156-203 Business Intelligence 3(2-2-5)
09-156-301 Advanced Data Analytics 3(2-2-5)
Business change Management subjects block
09-157-201 Service Science and Management 3(2-2-5)
09-157-202 Knowledge Engineering and Management 3(2-2-5)
09-157-203 Innovation and Change Management 3(2-2-5)
Supply Chain Innovation subjects block
09-157-204 Fundamentals of Logistics and Supply Chain 3(2-2-5)
09-157-301 Geographic Information System 3(2-2-5)
Image and language processing subjects block
09-157-302 Image Processing and Computer Vision 3(2-2-5)
09-157-303 Introduction to Natural Language Processing 3(2-2-5)
Cyber Security subjects block
09-157-304 Computer Networks and Information Security 3(2-2-5)
09-157-305 Encryption/Cryptography 3(2-2-5)
2.4 Vocational Education Experience at least 9 credits from
Study 1 credit from
09-158-301 Preparation for Professional Experience 1(0-2-1)
And selected at least 8 credits form below: Co-operative subjects
09-158-101 Pre-course Experience 2(0-6-3)
09-158-302 Cooperative Education 6(0-40-0)
09-158-303 International Cooperative Education 6(0-40-0)
                        Or                         Apprenticeship subjects
09-158-101 Pre-Course Experience 2(0-6-3)
09-158-201 Apprenticeship 3(0-20-0)
09-158-202 International Apprenticeship 3(0-20-0)
09-158-304 Workplace Special Problem 3(0-6-3)
                   Or                    Work Integrated Learning subjects
09-158-101 Pre-course experience 2(0-6-3)
09-158-302 Cooperative Education 6(0-40-0)
09-158-303 International Cooperative Education 6(0-40-0)
09-158-305 Practicum 3(0-16-8)
09-158-401 Post-course internship 6(0-40-0)

3.Elective subject at least 6 credits

Elective subject
Choose to study from the courses offered in the Rajamangala University of Technology Thanyaburi. Which is not the same as the course already studied. The selective subjects must not be the subjects assigned to study without credits.

Education plan (130 credits)

Education plan
1st Year / Semester 1 Credits Theory Practice /Labs Self Learning
01- 210-0xx Selected from Humanity subject 3 3 0 6
01- 610-0xx Selected from physical and recreation subjects 1 0 2 1
09- 000-00x Selected from information technology subjects 3 2 2 5
09-151-101 Mathematics for Big Data 3 3 0 6
09-151-102 Basic Statistics for Data Analytics 3 3 0 6
09-151-104 Information Technology Security and IT Laws 3 3  0 6
09-151-105 Computer Programming 3 2 2 5
Sum 19 credits
 
1st Year / Semester 2 Credits Theory Practice /Labs Self Learning
01-320-001 English for communication1 3 2 2 5
00-100-101 RMUTT Identity 2 0 4 2
09- xxx-xxx Selected from science mathematics and innovation subjects 3 x x x
01-110-0xx Selected from social science subjects 3 3 0 6
09-151-103 Statistical Modelling and Data Analysis 3 3  0 6
09-152-101 Computer Programming for Data Analytics 3 2  2 5
09-152-102 Cloud Technology 3 2 2 5
Sum 20 credits
   
1st Year / Semester 3 Credits Theory Practice /Labs Self Learning
09-158-101 Pre-course experience 2 0 6 3
09-152-103 Specialized Computer Programming 3 2 2 5
Sum 5 credits
2nd Year / Semester 1 Credits Theory Practice /Labs Self Learning
01-320-002 English for communication2 3 2 2 5
09-151-201 Calculus for Big Data 3 3 0 6
09-152-201 Principle of Big Data Platform 3 2 2 5
09-152-202 Big Data Algorithms 3 2 2 5
09-152-203 Database Management System 3 2 2 5
09-15x-xxx Selected from select professional subjects group (1) 3 x x x
09-15x-xxx Selected from select professional subjects group (2) 3 x x x
Sum 21 credits
 
2nd Year / Semester 2 Credits Theory Practice /Labs Self Learning
01-xxx-xxx Selected from additional language subjects group 3 x x x
00-100-201 Green University 1 0 2 1
00-100-202 Design Thinking 1 0 2 1
09-152-204 Machine Learning 3 2 2 5
09-152-205 Artificial Intelligence 3 2 2 5
09-15x-xxx Selected from select professional subjects group (3) 3 x x x
09-15x-xxx Selected from select professional subjects group (4) 3 x x x
09-15x-xxx Selected from select professional subjects group (5) 3 x x x
Sum 20 credits
Co-operative education plan (130 credits)
3rd Year / Semester 1 Credits Theory Practice /Labs Self Learning
01-xxx-xxx Selected from additional language subjects group 3 x x x
09-152-301 Business Management with Big Data 3 2 2 5
09-152-302 Operational Research 3 2 2 5
09-15x-xxx Selected from select professional subjects group (6) 3 x x x
09-15x-xxx Selected from select professional subjects group (7) 3 x x x
09-15x-xxx Selected from select professional subjects group (8) 3 x x x
Sum 18 credits
 
3rd Year / Semester 2 Credits Theory Practice /Labs Self Learning
00-100-301 Entrepreneurship 1 0 2 1
09-152-303 Big Data Project Management 3 2 2 5
09-152-304 Seminar for Big Data Innovation 1 0 3 1
09-152-305 Capstone project 1 3 0 6 3
09-15x-xxx Selected from select professional subjects group (9) 3 x x x
09-158-301 Preparation for Professional Experience 1 0 2 1
Sum 12 credits
 
4th Year / Semester 1 Credits Theory Practice /Labs Self Learning
09-158-302 or Cooperative education 6 0 40 0
09-158-303 International Cooperative education
Sum 6 credits
 
4th Year / Semester 2 Credits Theory Practice /Labs Self Learning
09-152-306 Capstone project 2 3 0 6 3
xx-xxx-xxx Selected from Elective subjects (1) 3 X X X
xx-xxx-xxx Selected from Elective subjects (2) 3 X X X
Sum 9 credits
Apprentice education plan (130 credits)
3rd Year / Semester 1 Credits Theory Practice /Labs Self Learning
01-xxx-xxx Selected from additional Language subject group 3 x x x
09-152-301 Business Management with Big Data 3 2 2 5
09-152-302 Operational Research 3 2 2 5
09-15x-xxx Selected from select professional subjects group (6) 3 x x x
09-15x-xxx Selected from select professional subjects group (7) 3 x x x
09-15x-xxx Selected from select professional subjects group (8) 3 x x x
Sum 18 credits
 
3rd Year / Semester 2 Credits Theory Practice /Labs Self Learning
00-100-301 Entrepreneurship 1 0 2 1
09-152-303 Big Data Project Management 3 2 2 5
09-152-304 Seminar for Big Data Innovation 1 0 3 1
09-152-305 Capstone project 1 3 0 6 3
09-15x-xxx Selected from select professional subjects group (9) 3 x x x
09-158-301 Preparation for Professional Experience 1 0 2 1
Sum 12 credits
 
3rd Year / Semester 3 Credits Theory Practice /Labs Self Learning
09-158-201 or Apprentice 3 0 20 0
09-158-202 International Apprentice
Sum 3 credits
 
4th Year / Semester 1 credits ทฤษฎี ปฏิบัติ ศึกษาด้วยตนเอง
09-158-304 Workplace Special Problem 3 0 6 3
Sum 3 credits
 
4th Year / Semester 2 Credits Theory Practice /Labs Self Learning
09-152-306 Capstone project 2 3 0 6 3
xx-xxx-xxx Selected from Elective subjects (1) 3 X X X
xx-xxx-xxx Selected from Elective subjects (2) 3 X X X
Sum 9 credits
  Work Integrated Learning education plan (130 credits)
2nd Year / Semester 3 Credits Theory Practice /Labs Self Learning
09-15x-xxx Selected from select professional subjects group (6) 3 x x x
Sum 3 credits
 
3rd Year / Semester 1 Credits Theory Practice /Labs Self Learning
01-xxx-xxx เลือกจากรายวิชาภาษาเพิ่มเติม 3 x x x
09-152-301 Business Management with Big Data 3 2 2 5
09-152-302 Operational Research 3 2 2 5
09-15x-xxx Selected from select professional subjects group (7) 3 x x x
09-15x-xxx Selected from select professional subjects group (8) 3 x x x
Sum 15 credits
 
3rd Year / Semester 2 Credits Theory Practice /Labs Self Learning
00-100-301 Entrepreneurship 1 0 2 1
09-152-303 Big Data Project Management 3 2 2 5
09-152-304 Seminar for Big Data Innovation 1 0 3 1
09-152-305 Capstone project 1 3 0 6 3
09-158-301 Preparation for Professional Experience 1 0 2 1
Sum 9 credits
 
3rd Year / Semester 3 Credits Theory Practice /Labs Self Learning
09-158-305 Practicum 3 0 16 8
09-152-306 Capstone project 2 3 0 6 3
Sum 6 credits
 
4th Year / Semester 1 Credits Theory Practice /Labs Self Learning
09-158-302 or Cooperative education 6 0 40 0
09-158-303 International Cooperative education
Sum 6 credits
 
4th Year / Semester 2 Credits Theory Practice /Labs Self Learning
09-158-401 Post-course internship 6 X X X
Sum 6 credits