B.Sc. in Statistics — CUHK Major Requirements (2026–27)
Faculty: Science · Admission code: STATN · 63 units · For students admitted in 2026–27
There are three streams of specialization: the stream of Data Science and Business Statistics, the stream of Statistical Learning and Data Mining and the stream of Data Analytics. A student’s selected stream will be printed on his/her transcript. All students are under the stream of Data Science and Business Statistics unless they apply at their final year of attendance to specialize in the stream of Statistical Learning and Data Mining or the stream of Data Analytics and select the relevant courses as prescribed below. Major Programme Requirement Data Science and Business Statistics Stream Students are required to complete a minimum of 63 units of courses as follows:
1.Faculty Package9 units
Group E
STAT1011 (preferred) or 1012
Show 2 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| STAT 1011 | Introduction to Statistics | A-LEC: We 2:30PM - 5:15PM AT01-TUT: TBA B-LEC: Th 12:30PM - 2:15PM Mo 11:30AM - 12:15PM BT01-TUT: TBA C-LEC: We 2:30PM - 5:15PM CT01-TUT: TBA | D-LEC: Th 2:30PM - 5:15PM DT01-TUT: TBA E-LEC: We 2:30PM - 5:15PM ET01-TUT: TBA | Not for students who have taken STAT1012 or consent of the instructor. | |||
| STAT 1012 | Statistics for Life Sciences | A-LEC: We 11:30AM - 12:15PM Mo 2:30PM - 4:15PM AT01-TUT: TBA | B-LEC: Tu 11:30AM - 12:15PM Mo 2:30PM - 4:15PM BT01-TUT: TBA | Not for students who have taken STAT1011 or consent of the instructor. |
Group C
MATH1010 or 1018 or 1520
Show 3 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| MATH 1010 | University Mathematics | A-LEC: Tu 10:30AM - 12:15PM Th 1:30PM - 2:15PM AT01-TUT: Th 5:30PM - 6:15PM B-LEC: We 1:30PM - 2:15PM Mo 12:30PM - 2:15PM BT01-TUT: Th 5:30PM - 6:15PM C-LEC: Mo 10:30AM - 12:15PM We 12:30PM - 1:15PM CT01-TUT: Th 5:30PM - 6:15PM D-LEC: We 5:30PM - 6:15PM Mo 2:30PM - 4:15PM DT01-TUT: Th 5:30PM - 6:15PM E-LEC: Mo 2:30PM - 4:15PM We 5:30PM - 6:15PM ET01-TUT: Th 5:30PM - 6:15PM F-LEC: Th 1:30PM - 2:15PM Tu 10:30AM - 12:15PM FT01-TUT: Th 5:30PM - 6:15PM G-LEC: We 10:30AM - 11:15AM Mo 4:30PM - 6:15PM GT01-TUT: Th 5:30PM - 6:15PM | H-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM HT01-TUT: Th 5:30PM - 6:15PM I-LEC: Tu 10:30AM - 12:15PM Th 4:30PM - 5:15PM IT01-TUT: Th 5:30PM - 6:15PM J-LEC: Tu 2:30PM - 4:15PM Th 3:30PM - 4:15PM JT01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1018, IMSC2018, 2028, 2058, 2068, 2230 or students who are taking MATH1520 in the same term. | |||
| MATH 1018 | Honours University Mathematics | --LEC: We 11:30AM - 12:15PM Mo 10:30AM - 12:15PM -T01-TUT: We 12:30PM - 1:15PM | — | Not for students who have taken MATH1010, IMSC2018, 2028, 2058, 2068, 2230 or students who are taking MATH1520 in the same term. | |||
| MATH 1520 | University Mathematics for Applications | A-LEC: Mo 12:30PM - 2:15PM We 1:30PM - 2:15PM AT01-TUT: Mo 2:30PM - 3:15PM AT02-TUT: We 12:30PM - 1:15PM B-LEC: Mo 3:30PM - 5:15PM We 10:30AM - 11:15AM BT01-TUT: Mo 5:30PM - 6:15PM BT02-TUT: We 11:30AM - 12:15PM | C-LEC: Tu 10:30AM - 12:15PM Th 4:30PM - 5:15PM CT01-TUT: Tu 12:30PM - 1:15PM CT02-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1010/1018. |
A course from the following
Group A
LSCI1001 or 1002 or 1012
Show 3 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| LSCI 1001 | Basic Concepts in Biological Sciences | --LEC: Tu 3:30PM - 6:15PM | — | Not for students who have taken LSCI1002 or 1003. | — | ||
| LSCI 1002 | Introduction to Biological Sciences | --LEC: Th 3:30PM - 6:15PM | --LEC: Th 2:30PM - 5:15PM | -. | |||
| LSCI 1012 | Introduction to Life Forms in the Biosphere | — | --LEC: Tu 10:30AM - 1:15PM |
Group B
CHEM1070 or 1072 or 1280
Show 3 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| CHEM 1070 | Principles of Modern Chemistry | A-LEC: Mo 10:30AM - 11:15AM Fr 8:30AM - 10:15AM AT01-TUT: Mo 11:30AM - 12:15PM | B-LEC: Th 11:30AM - 12:15PM Mo 2:30PM - 4:15PM BT01-TUT: Th 12:30PM - 1:15PM | — | |||
| CHEM 1072 | General Chemistry | --LEC: Mo 8:30AM - 10:15AM We 2:30PM - 3:15PM -T01-TUT: We 3:30PM - 4:15PM | — | Not for students who have taken CHEM1070.This course is suitable for students with no DSE Chemistry or with HKDSE Combined Science with Chemistry Component. | |||
| CHEM 1280 | Introduction to Organic Chemistry and Biomolecules | A-LEC: We 8:30AM - 9:15AM Mo 8:30AM - 10:15AM AT01-TUT: We 9:30AM - 10:15AM | B-LEC: Mo 8:30AM - 10:15AM We 2:30PM - 3:15PM BT01-TUT: We 3:30PM - 4:15PM | Not for students who have taken CHEM2200. | — |
Group D
PHYS1001 or 1002 or 1111 or 1113
Show 4 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| PHYS 1001 | Essential Physics | — | --LEC: Tu 10:30AM - 12:15PM Th 1:30PM - 3:15PM | 1. For JUPAS entrants without attending HKDSE Physics or Combined Science with Physics component, including absentees.2. For non-JUPAS students, please seek advice and permission from the Department of Physics. | |||
| PHYS 1002 | General Physics | A-LEC: Mo 4:30PM - 6:15PM We 11:30AM - 12:15PM AT01-TUT: We 12:30PM - 1:15PM B-LEC: Mo 4:30PM - 6:15PM We 11:30AM - 12:15PM BT01-TUT: We 12:30PM - 1:15PM | — | Not for students who have taken PHYS1111 or 1113. | |||
| PHYS 1111 | Introduction to Mechanics, Fluids, and Waves (University Physics I) | A-LEC: Mo 4:30PM - 6:15PM We 9:30AM - 10:15AM AE01-EXR: We 1:30PM - 2:15PM AE02-EXR: We 5:30PM - 6:15PM AE03-EXR: Th 1:30PM - 2:15PM AE04-EXR: Th 4:30PM - 5:15PM AT01-TUT: We 10:30AM - 11:15AM | B-LEC: Tu 11:30AM - 1:15PM Th 2:30PM - 3:15PM BE01-EXR: Tu 1:30PM - 2:15PM BE02-EXR: Tu 1:30PM - 2:15PM BE03-EXR: Tu 1:30PM - 2:15PM BT01-TUT: Th 3:30PM - 4:15PM | For New Undergraduate Curriculum from 2012.Not for students who have taken PHYS1113. | |||
| PHYS 1113 | Mechanics, Fluids and Waves (University Physics I) | --LEC: Mo 4:30PM - 6:15PM We 9:30AM - 10:15AM -E01-EXR: We 3:30PM - 4:15PM -E02-EXR: Th 4:30PM - 5:15PM -T01-TUT: We 10:30AM - 11:15AM | — | Not for students who have taken PHYS1111. |
2.Required Courses27 or 30 or 33 units
Standard Programme27 units
MATH1030 or 1038 or 1550 or 1630 , STAT1013, 2001, 2005, 2006, 2011, 3001, 3008, 3011
Show 12 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| MATH 1030 | Linear Algebra I | A-LEC: Tu 12:30PM - 2:15PM Th 2:30PM - 3:15PM AT01-TUT: We 11:30AM - 12:15PM AT02-TUT: We 5:30PM - 6:15PM AT03-TUT: Th 9:30AM - 10:15AM AT04-TUT: Th 4:30PM - 5:15PM B-LEC: Tu 2:30PM - 4:15PM Th 3:30PM - 4:15PM BT01-TUT: We 11:30AM - 12:15PM BT02-TUT: We 5:30PM - 6:15PM BT03-TUT: Th 9:30AM - 10:15AM BT04-TUT: Th 4:30PM - 5:15PM C-LEC: Tu 5:30PM - 6:15PM Th 12:30PM - 2:15PM CT01-TUT: We 11:30AM - 12:15PM CT02-TUT: We 5:30PM - 6:15PM CT03-TUT: Th 9:30AM - 10:15AM CT04-TUT: Th 4:30PM - 5:15PM D-LEC: Tu 9:30AM - 10:15AM Th 10:30AM - 12:15PM DT01-TUT: We 11:30AM - 12:15PM DT02-TUT: We 5:30PM - 6:15PM DT03-TUT: Th 9:30AM - 10:15AM DT04-TUT: Th 4:30PM - 5:15PM | E-LEC: Tu 12:30PM - 2:15PM Th 1:30PM - 2:15PM ET01-TUT: Th 12:30PM - 1:15PM ET02-TUT: Th 2:30PM - 3:15PM ET03-TUT: Th 5:30PM - 6:15PM ET04-TUT: Th 10:30AM - 11:15AM ET05-TUT: Th 3:30PM - 4:15PM F-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM FT01-TUT: Th 12:30PM - 1:15PM FT02-TUT: Th 2:30PM - 3:15PM FT03-TUT: Th 5:30PM - 6:15PM FT04-TUT: Th 10:30AM - 11:15AM FT05-TUT: Th 3:30PM - 4:15PM G-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM GT01-TUT: Th 12:30PM - 1:15PM GT02-TUT: Th 2:30PM - 3:15PM GT03-TUT: Th 5:30PM - 6:15PM GT04-TUT: Th 10:30AM - 11:15AM GT05-TUT: Th 3:30PM - 4:15PM H-LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM HT01-TUT: Th 12:30PM - 1:15PM HT02-TUT: Th 2:30PM - 3:15PM HT03-TUT: Th 10:30AM - 11:15AM HT04-TUT: Th 3:30PM - 4:15PM I-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM IT01-TUT: Th 12:30PM - 1:15PM IT02-TUT: Th 2:30PM - 3:15PM IT03-TUT: Th 5:30PM - 6:15PM IT04-TUT: Th 10:30AM - 11:15AM IT05-TUT: Th 3:30PM - 4:15PM X-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM XT01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1038,1630, IMSC1038, 2048, 2078 or students who are taking MATH1550 in the same term. | |||
| MATH 1038 | Honours Linear Algebra I | — | --LEC: Th 4:30PM - 5:15PM We 11:30AM - 1:15PM -T01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1030,1630,IMSC1038,2048,2078 or students who are taking MATH1550 in the same term.Pre-requisite: [Alternative 1] Grade B or above in each of MATH1018, 1028.[Alternative 2] Grade A- or above in each of MATH1010, 1025. | |||
| MATH 1550 | Methods of Matrices and Linear Algebra | --LEC: Tu 4:30PM - 6:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 1:30PM - 2:15PM | — | Not for students who have taken MATH1030/1038, 1610, 1630. | |||
| MATH 1630 | Linear Algebra and Applications | — | --LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 3:30PM - 4:15PM | Not for students who have taken MATH1030/1038.Pre-requisite: MATH1010/1018 or 1510 or 1520 or ENGG1120/ESTR1005 or (ECON1101 and ECON1111). | |||
| STAT 1013 | Data Science Toolbox | — | --LEC: We 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| STAT 2001 | Basic Concepts in Statistics and Probability I | A-LEC: Mo 11:30AM - 12:15PM We 12:30PM - 2:15PM AT01-TUT: TBA B-LEC: We 9:30AM - 11:15AM Mo 1:30PM - 2:15PM BT01-TUT: TBA | C-LEC: Th 1:30PM - 2:15PM We 4:30PM - 6:15PM CT01-TUT: TBA | -. | |||
| STAT 2005 | Programming Languages for Statistics | A-LEC: Mo 4:30PM - 5:15PM We 2:30PM - 4:15PM AT01-TUT: TBA | B-LEC: Th 4:30PM - 6:15PM Tu 5:30PM - 6:15PM BT01-TUT: TBA | ||||
| STAT 2006 | Basic Concepts in Statistics and Probability II | A-LEC: Mo 2:30PM - 4:15PM We 12:30PM - 1:15PM AT01-TUT: TBA | B-LEC: Mo 2:30PM - 4:15PM Th 12:30PM - 1:15PM BT01-TUT: TBA C-LEC: Mo 11:30AM - 1:15PM Th 11:30AM - 12:15PM CT01-TUT: TBA | Pre-requisite: STAT2001 or ENGG2760 or ESTR2018 or consent of instructor. | |||
| STAT 2011 | Workshop on Data Exploration and Technical Writing | — | -J01-PRJ: Th 9:30AM - 11:15AM -T01-TUT: Tu 4:30PM - 5:15PM -T02-TUT: Tu 5:30PM - 6:15PM -T03-TUT: Fr 9:30AM - 10:15AM -T04-TUT: We 4:30PM - 5:15PM | Co-requisite: STAT2005 or consent of instructor. | — | ||
| STAT 3001 | Foundation of Financial and Managerial Statistics | — | --LEC: Mo 5:30PM - 6:15PM We 12:30PM - 2:15PM -T01-TUT: TBA | — | |||
| STAT 3008 | Applied Regression Analysis | A-LEC: We 1:30PM - 4:15PM AT01-TUT: TBA B-LEC: Th 9:30AM - 12:15PM BT01-TUT: TBA | C-LEC: Tu 9:30AM - 12:15PM CT01-TUT: TBA | ||||
| STAT 3011 | Workshop on Data Analysis and Statistical Computing | — | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Fr 10:30AM - 11:15AM -T02-TUT: Th 2:30PM - 3:15PM -T03-TUT: We 5:30PM - 6:15PM -T04-TUT: Th 5:30PM - 6:15PM | Prerequisite:STAT2011 or consent of instructor. | — |
Statistical Learning and Data Mining Stream30 units
MATH1030 or 1038 or 1550 or 1630, STAT1013, 2001, 2005, 2006, 2011, 3008, 3011, 4001, 4003
Show 13 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| MATH 1030 | Linear Algebra I | A-LEC: Tu 12:30PM - 2:15PM Th 2:30PM - 3:15PM AT01-TUT: We 11:30AM - 12:15PM AT02-TUT: We 5:30PM - 6:15PM AT03-TUT: Th 9:30AM - 10:15AM AT04-TUT: Th 4:30PM - 5:15PM B-LEC: Tu 2:30PM - 4:15PM Th 3:30PM - 4:15PM BT01-TUT: We 11:30AM - 12:15PM BT02-TUT: We 5:30PM - 6:15PM BT03-TUT: Th 9:30AM - 10:15AM BT04-TUT: Th 4:30PM - 5:15PM C-LEC: Tu 5:30PM - 6:15PM Th 12:30PM - 2:15PM CT01-TUT: We 11:30AM - 12:15PM CT02-TUT: We 5:30PM - 6:15PM CT03-TUT: Th 9:30AM - 10:15AM CT04-TUT: Th 4:30PM - 5:15PM D-LEC: Tu 9:30AM - 10:15AM Th 10:30AM - 12:15PM DT01-TUT: We 11:30AM - 12:15PM DT02-TUT: We 5:30PM - 6:15PM DT03-TUT: Th 9:30AM - 10:15AM DT04-TUT: Th 4:30PM - 5:15PM | E-LEC: Tu 12:30PM - 2:15PM Th 1:30PM - 2:15PM ET01-TUT: Th 12:30PM - 1:15PM ET02-TUT: Th 2:30PM - 3:15PM ET03-TUT: Th 5:30PM - 6:15PM ET04-TUT: Th 10:30AM - 11:15AM ET05-TUT: Th 3:30PM - 4:15PM F-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM FT01-TUT: Th 12:30PM - 1:15PM FT02-TUT: Th 2:30PM - 3:15PM FT03-TUT: Th 5:30PM - 6:15PM FT04-TUT: Th 10:30AM - 11:15AM FT05-TUT: Th 3:30PM - 4:15PM G-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM GT01-TUT: Th 12:30PM - 1:15PM GT02-TUT: Th 2:30PM - 3:15PM GT03-TUT: Th 5:30PM - 6:15PM GT04-TUT: Th 10:30AM - 11:15AM GT05-TUT: Th 3:30PM - 4:15PM H-LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM HT01-TUT: Th 12:30PM - 1:15PM HT02-TUT: Th 2:30PM - 3:15PM HT03-TUT: Th 10:30AM - 11:15AM HT04-TUT: Th 3:30PM - 4:15PM I-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM IT01-TUT: Th 12:30PM - 1:15PM IT02-TUT: Th 2:30PM - 3:15PM IT03-TUT: Th 5:30PM - 6:15PM IT04-TUT: Th 10:30AM - 11:15AM IT05-TUT: Th 3:30PM - 4:15PM X-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM XT01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1038,1630, IMSC1038, 2048, 2078 or students who are taking MATH1550 in the same term. | |||
| MATH 1038 | Honours Linear Algebra I | — | --LEC: Th 4:30PM - 5:15PM We 11:30AM - 1:15PM -T01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1030,1630,IMSC1038,2048,2078 or students who are taking MATH1550 in the same term.Pre-requisite: [Alternative 1] Grade B or above in each of MATH1018, 1028.[Alternative 2] Grade A- or above in each of MATH1010, 1025. | |||
| MATH 1550 | Methods of Matrices and Linear Algebra | --LEC: Tu 4:30PM - 6:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 1:30PM - 2:15PM | — | Not for students who have taken MATH1030/1038, 1610, 1630. | |||
| MATH 1630 | Linear Algebra and Applications | — | --LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 3:30PM - 4:15PM | Not for students who have taken MATH1030/1038.Pre-requisite: MATH1010/1018 or 1510 or 1520 or ENGG1120/ESTR1005 or (ECON1101 and ECON1111). | |||
| STAT 1013 | Data Science Toolbox | — | --LEC: We 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| STAT 2001 | Basic Concepts in Statistics and Probability I | A-LEC: Mo 11:30AM - 12:15PM We 12:30PM - 2:15PM AT01-TUT: TBA B-LEC: We 9:30AM - 11:15AM Mo 1:30PM - 2:15PM BT01-TUT: TBA | C-LEC: Th 1:30PM - 2:15PM We 4:30PM - 6:15PM CT01-TUT: TBA | -. | |||
| STAT 2005 | Programming Languages for Statistics | A-LEC: Mo 4:30PM - 5:15PM We 2:30PM - 4:15PM AT01-TUT: TBA | B-LEC: Th 4:30PM - 6:15PM Tu 5:30PM - 6:15PM BT01-TUT: TBA | ||||
| STAT 2006 | Basic Concepts in Statistics and Probability II | A-LEC: Mo 2:30PM - 4:15PM We 12:30PM - 1:15PM AT01-TUT: TBA | B-LEC: Mo 2:30PM - 4:15PM Th 12:30PM - 1:15PM BT01-TUT: TBA C-LEC: Mo 11:30AM - 1:15PM Th 11:30AM - 12:15PM CT01-TUT: TBA | Pre-requisite: STAT2001 or ENGG2760 or ESTR2018 or consent of instructor. | |||
| STAT 2011 | Workshop on Data Exploration and Technical Writing | — | -J01-PRJ: Th 9:30AM - 11:15AM -T01-TUT: Tu 4:30PM - 5:15PM -T02-TUT: Tu 5:30PM - 6:15PM -T03-TUT: Fr 9:30AM - 10:15AM -T04-TUT: We 4:30PM - 5:15PM | Co-requisite: STAT2005 or consent of instructor. | — | ||
| STAT 3008 | Applied Regression Analysis | A-LEC: We 1:30PM - 4:15PM AT01-TUT: TBA B-LEC: Th 9:30AM - 12:15PM BT01-TUT: TBA | C-LEC: Tu 9:30AM - 12:15PM CT01-TUT: TBA | ||||
| STAT 3011 | Workshop on Data Analysis and Statistical Computing | — | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Fr 10:30AM - 11:15AM -T02-TUT: Th 2:30PM - 3:15PM -T03-TUT: We 5:30PM - 6:15PM -T04-TUT: Th 5:30PM - 6:15PM | Prerequisite:STAT2011 or consent of instructor. | — | ||
| STAT 4001 | Data Mining and Statistical Learning | --LEC: Mo 2:30PM - 5:15PM -T01-TUT: TBA | — | ||||
| STAT 4003 | Statistical Inference | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | — | — |
Data Analytics Stream33 units
CSCI1120 or 1130 or 1520 or 1530 or 1550, MATH1030 or 1038 or 1550 or 1630, SEEM2460#, STAT1013, 2001, 2005, 2006, 2011, 3008, 3011, 4003
Show 18 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| CSCI 1120 | Introduction to Computing Using C++ | A-LEC: We 1:30PM - 3:15PM Mo 3:30PM - 4:15PM AT01-TUT: Mo 2:30PM - 3:15PM B-LEC: Tu 9:30AM - 11:15AM We 10:30AM - 11:15AM BT01-TUT: We 11:30AM - 12:15PM | — | Not for students who have taken AIST1110 or CSCI1020 or CSCI1130 or CSCI1510 or CSCI1520 or CSCI1530 or CSCI1540 or CSCI1550 or ESTR1100 or ESTR1102. | |||
| CSCI 1130 | Introduction to Computing Using Java | A-LEC: Tu 4:30PM - 6:15PM Mo 3:30PM - 4:15PM AT01-TUT: Mo 2:30PM - 3:15PM B-LEC: We 9:30AM - 10:15AM Mo 12:30PM - 2:15PM BT01-TUT: We 1:30PM - 2:15PM | — | Not for students who have taken AIST1110 or CSCI1030 or CSCI1120 or CSCI1510 or CSCI1520 or CSCI1530 or CSCI1540 or CSCI1550 or ESTR1100 or ESTR1102. | |||
| CSCI 1520 | Computer Principles and C++ Programming | — | --LEC: Tu 11:30AM - 12:15PM Mo 10:30AM - 12:15PM -T01-TUT: Mo 12:30PM - 1:15PM | Not for students who have taken AIST1110 or CSCI1020 or CSCI1120 or CSCI1130 or CSCI1510 or CSCI1530 or CSCI1540 or CSCI1550 or ENGG1110 or ESTR1002 or ESTR1100 or ESTR1102. | |||
| CSCI 1530 | Computer Principles and Java Programming | — | --LEC: Tu 2:30PM - 3:15PM Mo 2:30PM - 4:15PM -T01-TUT: Tu 3:30PM - 4:15PM | Not for students who have taken AIST1110 or CSCI1030 or CSCI1120 or CSCI1130 or CSCI1510 or CSCI1520 or CSCI1540 or CSCI1550 or ENGG1110 or ESTR1002 or ESTR1100 or ESTR1102. | |||
| CSCI 1550 | Computer Principles and Python Programming | --LEC: Mo 4:30PM - 6:15PM We 2:30PM - 3:15PM -T01-TUT: We 3:30PM - 4:15PM | — | Not for students who have taken ENGG1110 or ENGG1120 or ENGG1130 or CSCI1040 or CSCI1510 or CSCI1520 or CSCI1530 or CSCI1540 or CSCI2040 or AIST1110 or IERG1080.Not for students of Faculty of Engineering. | |||
| MATH 1030 | Linear Algebra I | A-LEC: Tu 12:30PM - 2:15PM Th 2:30PM - 3:15PM AT01-TUT: We 11:30AM - 12:15PM AT02-TUT: We 5:30PM - 6:15PM AT03-TUT: Th 9:30AM - 10:15AM AT04-TUT: Th 4:30PM - 5:15PM B-LEC: Tu 2:30PM - 4:15PM Th 3:30PM - 4:15PM BT01-TUT: We 11:30AM - 12:15PM BT02-TUT: We 5:30PM - 6:15PM BT03-TUT: Th 9:30AM - 10:15AM BT04-TUT: Th 4:30PM - 5:15PM C-LEC: Tu 5:30PM - 6:15PM Th 12:30PM - 2:15PM CT01-TUT: We 11:30AM - 12:15PM CT02-TUT: We 5:30PM - 6:15PM CT03-TUT: Th 9:30AM - 10:15AM CT04-TUT: Th 4:30PM - 5:15PM D-LEC: Tu 9:30AM - 10:15AM Th 10:30AM - 12:15PM DT01-TUT: We 11:30AM - 12:15PM DT02-TUT: We 5:30PM - 6:15PM DT03-TUT: Th 9:30AM - 10:15AM DT04-TUT: Th 4:30PM - 5:15PM | E-LEC: Tu 12:30PM - 2:15PM Th 1:30PM - 2:15PM ET01-TUT: Th 12:30PM - 1:15PM ET02-TUT: Th 2:30PM - 3:15PM ET03-TUT: Th 5:30PM - 6:15PM ET04-TUT: Th 10:30AM - 11:15AM ET05-TUT: Th 3:30PM - 4:15PM F-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM FT01-TUT: Th 12:30PM - 1:15PM FT02-TUT: Th 2:30PM - 3:15PM FT03-TUT: Th 5:30PM - 6:15PM FT04-TUT: Th 10:30AM - 11:15AM FT05-TUT: Th 3:30PM - 4:15PM G-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM GT01-TUT: Th 12:30PM - 1:15PM GT02-TUT: Th 2:30PM - 3:15PM GT03-TUT: Th 5:30PM - 6:15PM GT04-TUT: Th 10:30AM - 11:15AM GT05-TUT: Th 3:30PM - 4:15PM H-LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM HT01-TUT: Th 12:30PM - 1:15PM HT02-TUT: Th 2:30PM - 3:15PM HT03-TUT: Th 10:30AM - 11:15AM HT04-TUT: Th 3:30PM - 4:15PM I-LEC: Tu 4:30PM - 6:15PM Th 11:30AM - 12:15PM IT01-TUT: Th 12:30PM - 1:15PM IT02-TUT: Th 2:30PM - 3:15PM IT03-TUT: Th 5:30PM - 6:15PM IT04-TUT: Th 10:30AM - 11:15AM IT05-TUT: Th 3:30PM - 4:15PM X-LEC: We 11:30AM - 1:15PM Th 4:30PM - 5:15PM XT01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1038,1630, IMSC1038, 2048, 2078 or students who are taking MATH1550 in the same term. | |||
| MATH 1038 | Honours Linear Algebra I | — | --LEC: Th 4:30PM - 5:15PM We 11:30AM - 1:15PM -T01-TUT: Th 5:30PM - 6:15PM | Not for students who have taken MATH1030,1630,IMSC1038,2048,2078 or students who are taking MATH1550 in the same term.Pre-requisite: [Alternative 1] Grade B or above in each of MATH1018, 1028.[Alternative 2] Grade A- or above in each of MATH1010, 1025. | |||
| MATH 1550 | Methods of Matrices and Linear Algebra | --LEC: Tu 4:30PM - 6:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 1:30PM - 2:15PM | — | Not for students who have taken MATH1030/1038, 1610, 1630. | |||
| MATH 1630 | Linear Algebra and Applications | — | --LEC: Tu 2:30PM - 4:15PM Th 5:30PM - 6:15PM -T01-TUT: Th 3:30PM - 4:15PM | Not for students who have taken MATH1030/1038.Pre-requisite: MATH1010/1018 or 1510 or 1520 or ENGG1120/ESTR1005 or (ECON1101 and ECON1111). | |||
| SEEM 2460 | Introduction to Data Science | — | --LEC: Mo 4:30PM - 5:15PM We 2:30PM - 4:15PM -T01-TUT: TBA | Not for students who have taken ESTR2540. | |||
| STAT 1013 | Data Science Toolbox | — | --LEC: We 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| STAT 2001 | Basic Concepts in Statistics and Probability I | A-LEC: Mo 11:30AM - 12:15PM We 12:30PM - 2:15PM AT01-TUT: TBA B-LEC: We 9:30AM - 11:15AM Mo 1:30PM - 2:15PM BT01-TUT: TBA | C-LEC: Th 1:30PM - 2:15PM We 4:30PM - 6:15PM CT01-TUT: TBA | -. | |||
| STAT 2005 | Programming Languages for Statistics | A-LEC: Mo 4:30PM - 5:15PM We 2:30PM - 4:15PM AT01-TUT: TBA | B-LEC: Th 4:30PM - 6:15PM Tu 5:30PM - 6:15PM BT01-TUT: TBA | ||||
| STAT 2006 | Basic Concepts in Statistics and Probability II | A-LEC: Mo 2:30PM - 4:15PM We 12:30PM - 1:15PM AT01-TUT: TBA | B-LEC: Mo 2:30PM - 4:15PM Th 12:30PM - 1:15PM BT01-TUT: TBA C-LEC: Mo 11:30AM - 1:15PM Th 11:30AM - 12:15PM CT01-TUT: TBA | Pre-requisite: STAT2001 or ENGG2760 or ESTR2018 or consent of instructor. | |||
| STAT 2011 | Workshop on Data Exploration and Technical Writing | — | -J01-PRJ: Th 9:30AM - 11:15AM -T01-TUT: Tu 4:30PM - 5:15PM -T02-TUT: Tu 5:30PM - 6:15PM -T03-TUT: Fr 9:30AM - 10:15AM -T04-TUT: We 4:30PM - 5:15PM | Co-requisite: STAT2005 or consent of instructor. | — | ||
| STAT 3008 | Applied Regression Analysis | A-LEC: We 1:30PM - 4:15PM AT01-TUT: TBA B-LEC: Th 9:30AM - 12:15PM BT01-TUT: TBA | C-LEC: Tu 9:30AM - 12:15PM CT01-TUT: TBA | ||||
| STAT 3011 | Workshop on Data Analysis and Statistical Computing | — | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Fr 10:30AM - 11:15AM -T02-TUT: Th 2:30PM - 3:15PM -T03-TUT: We 5:30PM - 6:15PM -T04-TUT: Th 5:30PM - 6:15PM | Prerequisite:STAT2011 or consent of instructor. | — | ||
| STAT 4003 | Statistical Inference | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | — | — |
3.Elective Courses24 or 27 units
Standard Programme27 units
(a)Eight courses from the following (with at least five from STAT or RMSC courses coded at 4000 or above level)
RMSC4004#, STAT3003, 3005, 3006, 3007, 3009, 3010, 3210, 4001, 4002, 4003, 4004, 4005, 4006, 4008, 4010, 4012
Show 17 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| RMSC 4004 | Theory of Risk and Insurance | — | --LEC: Tu 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| STAT 3003 | Survey Methods | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3005 | Nonparametric statistics | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3006 | Statistical Computing | — | --LEC: Mo 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 3007 | Introduction to Stochastic Processes | A-LEC: Mo 9:30AM - 12:15PM AT01-TUT: TBA | B-LEC: Th 12:30PM - 3:15PM BT01-TUT: TBA | — | |||
| STAT 3009 | Recommender Systems | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA | — | ||||
| STAT 3010 | Optimization for Statistics and Data Science | — | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | ||||
| STAT 3210 | Statistical Techniques in Life Sciences | A-LEC: Th 3:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Mo 1:30PM - 4:15PM BT01-TUT: TBA | Not for students who have taken STAT3004. | |||
| STAT 4001 | Data Mining and Statistical Learning | --LEC: Mo 2:30PM - 5:15PM -T01-TUT: TBA | — | ||||
| STAT 4002 | Applied Multivariate Analysis | — | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 4003 | Statistical Inference | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | — | — | |||
| STAT 4004 | Actuarial Science | — | — | Not for students who have taken or register concurrently for FINA3220. | |||
| STAT 4005 | Time Series | A-LEC: Tu 12:30PM - 2:15PM Mo 5:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Tu 12:30PM - 2:15PM We 5:30PM - 6:15PM BT01-TUT: TBA | — | |||
| STAT 4006 | Categorical Data Analysis | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | ||||
| STAT 4008 | Survival Modelling | — | --LEC: We 2:30PM - 5:15PM -T01-TUT: TBA | — | |||
| STAT 4010 | Bayesian Learning | — | --LEC: Th 9:30AM - 12:15PM -T01-TUT: TBA | ||||
| STAT 4012 | Statistical Principles of Deep Learning with Business Applications | — | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA |
(b)
One capstone/research course from STAT4011 or 4013
Show 2 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| STAT 4011 | Statistics Projects | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Mo 5:30PM - 6:15PM -T02-TUT: We 5:30PM - 6:15PM -T03-TUT: We 3:30PM - 4:15PM -T04-TUT: Th 2:30PM - 3:15PM | — | Prerequisite:STAT3011 or consent of instructor. | — | ||
| STAT 4013 | Practicum | -P01-PRA: TBA | -P01-PRA: TBA | — |
Statistical Learning and Data Mining Stream24 units
(a)Seven courses from the following (with at least five from STAT or RMSC courses coded at 4000 or above level)
RMSC4001#, 4002#, 4003#, 4004#, 4005#, 4006#, SEEM2420#, 3440#, STAT3001, 3003, 3005, 3006, 3007, 3009, 3010, 3210, 4002, 4004, 4005, 4006, 4008, 4010, 4012, 5005, 5010, 5020, 5030, 5050, 5060
Show 29 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| RMSC 4001 | Simulation Methods for Risk Management Science and Finance | A-LEC: We 9:30AM - 12:15PM AT01-TUT: TBA | B-LEC: Mo 9:30AM - 12:15PM BT01-TUT: TBA | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4002 | Financial Data Analytics with Machine Learning | --LEC: We 12:30PM - 3:15PM -T01-TUT: TBA | — | Prerequisite:RMSC2001, STAT2001 and STAT2006, or consent of instructor. | |||
| RMSC 4003 | Statistical Modelling in Financial Markets | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4004 | Theory of Risk and Insurance | — | --LEC: Tu 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| RMSC 4005 | Stochastic Calculus for Finance and Risk | — | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4006 | Operational Risk Management | — | — | Pre-requisite: RMSC2001 or consent of instructor. | |||
| SEEM 2420 | Operations Research I | — | --LEC: We 9:30AM - 11:15AM Tu 2:30PM - 3:15PM -T01-TUT: TBA | Not for students who have taken ESTR2520 or FTEC2101. | |||
| SEEM 3440 | Operations Research II | --LEC: Mo 11:30AM - 12:15PM Th 12:30PM - 2:15PM -T01-TUT: Th 11:30AM - 12:15PM | — | Not for students who have taken ESTR2520 or ESTR3500 or FTEC2101. | |||
| STAT 3001 | Foundation of Financial and Managerial Statistics | — | --LEC: Mo 5:30PM - 6:15PM We 12:30PM - 2:15PM -T01-TUT: TBA | — | |||
| STAT 3003 | Survey Methods | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3005 | Nonparametric statistics | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3006 | Statistical Computing | — | --LEC: Mo 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 3007 | Introduction to Stochastic Processes | A-LEC: Mo 9:30AM - 12:15PM AT01-TUT: TBA | B-LEC: Th 12:30PM - 3:15PM BT01-TUT: TBA | — | |||
| STAT 3009 | Recommender Systems | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA | — | ||||
| STAT 3010 | Optimization for Statistics and Data Science | — | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | ||||
| STAT 3210 | Statistical Techniques in Life Sciences | A-LEC: Th 3:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Mo 1:30PM - 4:15PM BT01-TUT: TBA | Not for students who have taken STAT3004. | |||
| STAT 4002 | Applied Multivariate Analysis | — | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 4004 | Actuarial Science | — | — | Not for students who have taken or register concurrently for FINA3220. | |||
| STAT 4005 | Time Series | A-LEC: Tu 12:30PM - 2:15PM Mo 5:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Tu 12:30PM - 2:15PM We 5:30PM - 6:15PM BT01-TUT: TBA | — | |||
| STAT 4006 | Categorical Data Analysis | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | ||||
| STAT 4008 | Survival Modelling | — | --LEC: We 2:30PM - 5:15PM -T01-TUT: TBA | — | |||
| STAT 4010 | Bayesian Learning | — | --LEC: Th 9:30AM - 12:15PM -T01-TUT: TBA | ||||
| STAT 4012 | Statistical Principles of Deep Learning with Business Applications | — | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA | ||||
| STAT 5005 | Advanced Probability Theory | --LEC: Th 2:30PM - 5:15PM -T01-TUT: Tu 2:30PM - 3:15PM | — | For students in MPhil-PhD Statistics. | — | ||
| STAT 5010 | Advanced Statistical Inference | --LEC: Mo 6:30PM - 9:30PM | — | For students in MPhil in Risk Management Science; or in MPhil-PhD in Statistics; or MSc in Advanced Studies in Statistics and Data Science. | — | ||
| STAT 5020 | Topics in Multivariate Analysis | — | --LEC: We 9:30AM - 11:15AM | For students in MPhil-PhD Statistics. | — | ||
| STAT 5030 | Linear Models | — | --LEC: Mo 1:30PM - 3:15PM -T01-TUT: Tu 2:30PM - 3:15PM | For students in MPhil-PhD Statistics. | — | ||
| STAT 5050 | Advanced Statistical Computing | --LEC: Fr 9:30AM - 11:15AM -T01-TUT: Tu 3:30PM - 4:15PM | — | For students in MPhil-PhD Statistics. | — | ||
| STAT 5060 | Advanced Modeling and Data Analysis | --LEC: We 9:30AM - 11:15AM | — | For students in MPhil-PhD Statistics. | — |
(b)
One capstone/research course from STAT4011 or 4013
Show 2 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| STAT 4011 | Statistics Projects | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Mo 5:30PM - 6:15PM -T02-TUT: We 5:30PM - 6:15PM -T03-TUT: We 3:30PM - 4:15PM -T04-TUT: Th 2:30PM - 3:15PM | — | Prerequisite:STAT3011 or consent of instructor. | — | ||
| STAT 4013 | Practicum | -P01-PRA: TBA | -P01-PRA: TBA | — |
Data Analytics Stream27 units
(a)Eight courses from the following (with at least one from STAT3006 or STAT4001, at least three from STAT or RMSC courses, at least two from AIST or CSCI or ENGG courses, and at least three courses coded at 4000 or above level)
AIST4030#, CSCI2100# or 2520#, 3150#, 3160#, 3170#, 3220#, 3230#, 3320#, 4180#, 4190#, 5030#, ENGG5108#, RMSC4001#, 4002#, 4003#, 4004#, 4005#, 4006#, STAT3001, 3003, 3005, 3006, 3007, 3009, 3010, 3210, 4001, 4002, 4004, 4005, 4006, 4008, 4010, 4012
Show 35 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| STAT 3006 | Statistical Computing | — | --LEC: Mo 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 4001 | Data Mining and Statistical Learning | --LEC: Mo 2:30PM - 5:15PM -T01-TUT: TBA | — | ||||
| AIST 4030 | Structured Data Modeling and Graph Neural Network | — | — | Prerequisite: AIST3120 or CSCI3230 or ESTR3108 or CSCI3320. | |||
| CSCI 2100 | Data Structures | A-LEC: Tu 2:30PM - 4:15PM Th 2:30PM - 3:15PM AT01-TUT: Tu 10:30AM - 11:15AM AT02-TUT: Tu 12:30PM - 1:15PM B-LEC: Tu 9:30AM - 11:15AM We 3:30PM - 4:15PM BT01-TUT: We 4:30PM - 6:15PM | A-LEC: Mo 4:30PM - 6:15PM We 2:30PM - 3:15PM AT01-TUT: Tu 3:30PM - 4:15PM AT02-TUT: Tu 5:30PM - 6:15PM B-LEC: Mo 4:30PM - 6:15PM Tu 2:30PM - 3:15PM BT01-TUT: Tu 3:30PM - 4:15PM BT02-TUT: Tu 5:30PM - 6:15PM C-LEC: Th 2:30PM - 3:15PM Mo 9:30AM - 11:15AM CT01-TUT: TBA | Not for students who have taken ESTR2102 or CSCI2520;Pre-requisite: AIST1110 or CSCI1120 or 1130 or 1510 or 1520 or 1530 or 1540 or 1550 or ESTR1100 or ESTR1102 or ESTR2306 or IERG2080.For senior-year entrants, the prerequisite will be waived. | |||
| CSCI 2520 | Data Structures and Applications | — | --LEC: Mo 2:30PM - 4:15PM Tu 3:30PM - 4:15PM -T01-TUT: Tu 2:30PM - 3:15PM | Not for students who have taken CSCI2100 or ESTR2102.Prerequisite: CSCI1120 or 1130 or 1510 or 1520 or 1530 or 1540 or 1550 or ENGG1110 or ESTR1002 or 1100 or 1102 or MATH2221 or PHYS2061. | |||
| CSCI 3150 | Introduction to Operating Systems | --LEC: We 9:30AM - 10:15AM Tu 12:30PM - 2:15PM -L01-LAB: Th 10:30AM - 11:15AM -L02-LAB: Th 11:30AM - 12:15PM -L03-LAB: Th 2:30PM - 3:15PM -L04-LAB: Th 3:30PM - 4:15PM -L05-LAB: Th 5:30PM - 6:15PM | --LEC: Th 4:30PM - 5:15PM We 2:30PM - 4:15PM -L01-LAB: Th 9:30AM - 10:15AM -L02-LAB: Th 5:30PM - 6:15PM | Prerequisite: ESTR2102 or CSCI2100 or 2520.For senior-year entrants, the prerequisite will be waived.Co-requisite: AIST3020 or CSCI2510 or CENG3420 or IERG3060 or equivalent.Not for students who have taken ESTR3102. | |||
| CSCI 3160 | Design and Analysis of Algorithms | --LEC: We 1:30PM - 3:15PM Th 1:30PM - 2:15PM -T01-TUT: Th 9:30AM - 10:15AM -T02-TUT: Th 10:30AM - 11:15AM -T03-TUT: Th 4:30PM - 5:15PM -T04-TUT: Th 5:30PM - 6:15PM | — | Not for students who have taken ESTR3104 or CSCI3190;Pre-requisites: (CSCI2100 or CSCI2520 or ESTR2102) AND (CSCI2110 or ENGG2440 or ESTR2004 or ESTR2362 or MIEG2440). | |||
| CSCI 3170 | Introduction to Database Systems | --LEC: Mo 5:30PM - 6:15PM We 4:30PM - 6:15PM -T01-TUT: Tu 2:30PM - 3:15PM -T02-TUT: Th 3:30PM - 4:15PM | --LEC: We 9:30AM - 10:15AM Th 1:30PM - 3:15PM -T01-TUT: Tu 2:30PM - 3:15PM -T02-TUT: Tu 4:30PM - 5:15PM | Prerequisite: CSCI2100 or 2520 or ESTR2102.For 2nd-year entrants, the prerequisite will be waived. | |||
| CSCI 3220 | Algorithms for Bioinformatics | — | — | Not for students who have taken BMEG3102 or ESTR3110. | |||
| CSCI 3230 | Fundamentals of Artificial Intelligence | --LEC: Tu 2:30PM - 4:15PM Th 12:30PM - 1:15PM -T01-TUT: We 1:30PM - 2:15PM -T02-TUT: We 5:30PM - 6:15PM -T03-TUT: Th 9:30AM - 10:15AM -T04-TUT: Th 10:30AM - 11:15AM | — | Not for students who have taken ESTR3108.Prerequisite: CSCI2100 or 2520 or ESTR2102 or equivalent. | |||
| CSCI 3320 | Fundamentals of Machine Learning | — | --LEC: Mo 4:30PM - 6:15PM We 12:30PM - 1:15PM -T01-TUT: We 1:30PM - 2:15PM | Prerequisite: ENGG2430 or 2450 or 2760 or 2780 or ESTR2002 or 2005 or 2018 or 2020 or 2308 or 2362 or IERG2470 or MIEG2440 or STAT2001. | |||
| CSCI 4180 | Introduction to Cloud Computing and Storage | --LEC: Mo 12:30PM - 2:15PM We 1:30PM - 2:15PM -T01-TUT: We 3:30PM - 4:15PM -T02-TUT: We 5:30PM - 6:15PM | — | Co-requisite: CSCI3150 or ESTR3102.Not for students who have taken ESTR4106. | |||
| CSCI 4190 | Introduction to Social Networks | — | — | Pre-requisite: CSCI2100 or 2520 or ESTR2102. | |||
| CSCI 5030 | Machine Learning Theory | — | — | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN);Not for students who have taken AIMS5704. | — | ||
| ENGG 5108 | Big Data Analytics | — | --LEC: We 9:30AM - 11:15AM Fr 9:30AM - 11:15AM | For students in MSc AIN or MSc CSP or MSc IEG or MSc ISTM or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering or UG Information Engineering.Not for students who have taken CMSC5741 or CSCI5510. | — | ||
| RMSC 4001 | Simulation Methods for Risk Management Science and Finance | A-LEC: We 9:30AM - 12:15PM AT01-TUT: TBA | B-LEC: Mo 9:30AM - 12:15PM BT01-TUT: TBA | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4002 | Financial Data Analytics with Machine Learning | --LEC: We 12:30PM - 3:15PM -T01-TUT: TBA | — | Prerequisite:RMSC2001, STAT2001 and STAT2006, or consent of instructor. | |||
| RMSC 4003 | Statistical Modelling in Financial Markets | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4004 | Theory of Risk and Insurance | — | --LEC: Tu 11:30AM - 2:15PM -T01-TUT: TBA | ||||
| RMSC 4005 | Stochastic Calculus for Finance and Risk | — | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | Prerequisite:RMSC2001 or consent of instructor. | |||
| RMSC 4006 | Operational Risk Management | — | — | Pre-requisite: RMSC2001 or consent of instructor. | |||
| STAT 3001 | Foundation of Financial and Managerial Statistics | — | --LEC: Mo 5:30PM - 6:15PM We 12:30PM - 2:15PM -T01-TUT: TBA | — | |||
| STAT 3003 | Survey Methods | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3005 | Nonparametric statistics | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | — | |||
| STAT 3007 | Introduction to Stochastic Processes | A-LEC: Mo 9:30AM - 12:15PM AT01-TUT: TBA | B-LEC: Th 12:30PM - 3:15PM BT01-TUT: TBA | — | |||
| STAT 3009 | Recommender Systems | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA | — | ||||
| STAT 3010 | Optimization for Statistics and Data Science | — | --LEC: Th 3:30PM - 6:15PM -T01-TUT: TBA | ||||
| STAT 3210 | Statistical Techniques in Life Sciences | A-LEC: Th 3:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Mo 1:30PM - 4:15PM BT01-TUT: TBA | Not for students who have taken STAT3004. | |||
| STAT 4002 | Applied Multivariate Analysis | — | --LEC: We 9:30AM - 12:15PM -T01-TUT: TBA | — | |||
| STAT 4004 | Actuarial Science | — | — | Not for students who have taken or register concurrently for FINA3220. | |||
| STAT 4005 | Time Series | A-LEC: Tu 12:30PM - 2:15PM Mo 5:30PM - 6:15PM AT01-TUT: TBA | B-LEC: Tu 12:30PM - 2:15PM We 5:30PM - 6:15PM BT01-TUT: TBA | — | |||
| STAT 4006 | Categorical Data Analysis | --LEC: Tu 9:30AM - 12:15PM -T01-TUT: TBA | — | ||||
| STAT 4008 | Survival Modelling | — | --LEC: We 2:30PM - 5:15PM -T01-TUT: TBA | — | |||
| STAT 4010 | Bayesian Learning | — | --LEC: Th 9:30AM - 12:15PM -T01-TUT: TBA | ||||
| STAT 4012 | Statistical Principles of Deep Learning with Business Applications | — | --LEC: Th 12:30PM - 3:15PM -T01-TUT: TBA |
(b)
One capstone/research course from STAT4011 or 4013
Show 2 courses
| Course | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Enrolment information | Also in minor |
|---|---|---|---|---|---|---|---|
| STAT 4011 | Statistics Projects | -J01-PRJ: Tu 4:30PM - 6:15PM -T01-TUT: Mo 5:30PM - 6:15PM -T02-TUT: We 5:30PM - 6:15PM -T03-TUT: We 3:30PM - 4:15PM -T04-TUT: Th 2:30PM - 3:15PM | — | Prerequisite:STAT3011 or consent of instructor. | — | ||
| STAT 4013 | Practicum | -P01-PRA: TBA | -P01-PRA: TBA | — |
Explanatory Notes
1.
STAT courses at 2000 and above level as well as those labeled as # will be included in the calculation of Major GPA for honours classification.
2.
Students admitted to the Dual Undergraduate Degree Programme (DDP) with The University of Edinburgh (UoE) are required to follow the major programme requirement of the Data Science and Business Statistics Stream, and will not be able to declare other streams.Statistical Learning and Data Mining Stream
[a]
Students may select research-oriented course(s), as approved by the Major Programme, to substitute up to 4 units for fulfillment of Research Courses requirement.
[b]
Students must complete any exchange/research/internship programme(s) offered by the University, Colleges, the Faculty of Science or Major Programme, as approved by the Major Programme, to fulfill the Experiential Learning requirement. Students are responsible for the extra costs incurred in the exchange/research/internship programme(s).