Statistics and Data Science

Year I

Codes Courses Credits
MATH1001 Linear Algebra I 3
MATH1003 Intermediate Calculus 3
MATH1002 Linear Algebra II 3
CISC1001 Programming Science 3
CISC1002 Discrete Structures 3
General Education Compulsory Courses:  
GEST1004 Quantitative Reasoning for Science and Technology 3
Languages and Skills Course(s)*:  
EELC1001 Interactive English I 3
EELC1002 Interactive English II 3
CISC1000 Information Technology Fundamentals and Practices 3
1 Languages and Skills Course*: 3
CHLL1000 University Chinese??? or  
PORT1000 Portuguese Language I – Introductory Portuguese  
Community and Peer Education Courses:  
CPED1000 Residential College Experiential Learning 1
CPED1001 Physical Education I 0.5
CPED1002 Physical Education II 0.5
1 Free Elective Course 3
Total Credits: 35


Year II

Codes Courses Credits
MATH2002 Multivariable Calculus 3
MATH2003 Mathematical Analysis I 3
MATH2005 Probability 3
MATH2004 Mathematical Analysis II 3
MATH2006 Applied Statistics 3
MATH2010 Computational Statistics 3
MATH2009 Linear Statisticial Analysis 3
General Education Compulsory Courses:  
GESB1000 Ethics, Values, Law and Society 3
GEGA1000 Macau and Chinese Civilization 3
Languages and Skills Course:*  
EELC1003 Academic English 3
Community and Peer Education Course:  
CPED2000 Communication Skills and Leadership 1
1 Free Elective 3
Total Credits: 34


Year III

Codes Courses Credits
MATH3000 Ordinary Differential Equations 3
CISC3000 Introduction to Database System 3
MATH3002 Introduction to Stochastic Process 3
MATH3017 Data-driven Sampling Methods 3
MATH3018 Multivariate Data Analysis 3
General Education Course:  
GELH1000 Chinese Language and Culture 3
1 GE Course (Area of Literature and Humanities) 3
1 GE Course (Area of Society and Behaviour) 3
3 Required Electives 9
Total Credits: 33


Year IV

Codes Courses Credits
MATH4003 Nonparametric Statistics 3
MATH4004 Graduation Project 3
General Education Course(s)  
1 GE Course (Area of Global Awareness) 3
1 GE course (Area of Science and Technology) 3
1 Required Elective 3
1 Free Elective 3
Total Credits: 18
*Students who test out of some of the Languages and Skills course(s) are required to make up the credits by taking additional Free Elective(s).
Mathematics Required Elective Courses:  
MATH3008 Introduction to Stochastic Calculus 3
MATH3009 Time Series Analysis 3
MATH3024 Statistical Techniques in Life Sciences 3
MATH3019 Applied Regression Analysis 3
MATH3020 Bayesian Method in Data Analysis 3
MATH3021 Data Mining and Statistical Learning 3
MATH3022 Design and Analysis of Experiments 3
MATH3023 Optimization for Big Data Inference? 3
MATH3025 Topics in Statistics and Data Science 3
CISC2006 Algorithm Design and Analysis 3
CISC2003 Object Oriented Programming and Data Structures??? 3
CISC3005 Advanced Database System 3
CISC3012 Artificial Intelligence 3
CISC3015 Data and Information Visualization 3
CISC3018 Cloud Computing and Big Data Systems 3
CISC3023 Machine Learning 3
CISC3024 Pattern Recognition 3
CISC3025 Natural Language Processing 3