Data Analytics and Informatics — CUHK Minor Requirements (2024-25)
Applicable to students admitted in 2024-25.
Description
Students are required to complete a minimum of 18 units of courses, with at least 6 units at 3000 or above level, as follows:
1. Required Courses[a]: 6 units
Show 6 course(s) →
| Code | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Prerequisites | Also in minor |
|---|---|---|---|---|---|---|---|
| ENGG 2760 [2] | Probability for Engineers | A-LEC: Mo 4:30PM - 6:15PM AT02-TUT: Th 4:30PM - 6:15PM AT03-TUT: Th 4:30PM - 6:15PM AT04-TUT: Th 4:30PM - 6:15PM AT05-TUT: Th 4:30PM - 6:15PM B-LEC: Mo 4:30PM - 6:15PM BT01-TUT: Th 4:30PM - 6:15PM C-LEC: Mo 4:30PM - 6:15PM CT01-TUT: Th 4:30PM - 6:15PM D-LEC: Mo 4:30PM - 6:15PM DT01-TUT: Th 4:30PM - 6:15PM | — | Not for students who have taken ENGG2430 or 2450 or 2470 or ESTR2002 or 2005 or 2012 or 2018 or 2308 or 2362 or IERG2470 or MIEG2440. | |||
| ESTR 2018 [2] | Probability for Engineers | --LEC: Mo 4:30PM - 6:15PM We 6:30PM - 7:15PM -T01-TUT: Th 4:30PM - 6:15PM | — | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2470 or ENGG2760 or ESTR2002 or ESTR2005 or ESTR2012 or ESTR2308 or ESTR2362 or IERG2470 or MIEG2440. | |||
| ENGG 2780 [2] | Statistics for Engineers | — | A-LEC: Mo 12:30PM - 2:15PM AT01-TUT: We 12:30PM - 2:15PM B-LEC: Mo 12:30PM - 2:15PM BT01-TUT: We 12:30PM - 2:15PM | Not for students who have taken ENGG2430 or ENGG2450 or ESTR2002 or ESTR2005 or 2020.Co-requisite(s): ENGG2760 or ESTR2018 or 2308 or IERG2470. | |||
| ESTR 2020 [2] | Statistics for Engineers | — | --LEC: Mo 11:30AM - 12:15PM Mo 12:30PM - 2:15PM -T01-TUT: We 12:30PM - 2:15PM | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2780 or ESTR2002 or ESTR2005.Co-requisite(s): ENGG2760 or ESTR2018 or ESTR2308 or IERG2470. | |||
| IERG 2470 | Probability Models and Applications | — | --LEC: Tu 9:30AM - 11:15AM Th 9:30AM - 11:15AM -T01-TUT: Mo 10:30AM - 11:15AM -T02-TUT: We 9:30AM - 10:15AM | Not for students who have taken ENGG2430, ENGG2450, ENGG2460, ENGG2470, ESTR2002, ESTR2005, ESTR2010, ESTR2012, ESTR2308, ESTR2362 or MIEG2440. | — | ||
| ESTR 2308 | Probability Models and Applications | — | — | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2460 or ENGG2470 or ESTR2002 or ESTR2005 or ESTR2010 or ESTR2012 or ESTR2362 or IERG2470 or MIEG2440. | — |
(b) SEEM2460/ESTR2540[b]
Show 2 course(s) →
| Code | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Prerequisites | Also in minor |
|---|---|---|---|---|---|---|---|
| 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. | — | ||
| ESTR 2540 | Introduction to Data Science | — | — | Not for students who have taken SEEM2460. | — |
2. Elective Courses: 12 units
Choose 12 units of courses of at least 3 subject areas from the following:
BMEG3102, 3130, CSCI3170, 3220, 3320, CSCI4180/ESTR4106[b], CSCI4190, IERG3280/ESTR3302[b], IERG3320/ ESTR3306[b], IERG4080/ESTR4312[b], IERG4160, 4230, IERG4300/ESTR4300[b], IERG4330/ESTR4316[b], MAEG4010/ ESTR4408[b], SEEM3680/ESTR3512[b], SEEM4630, 4670, SEEM4680/ESTR4504[b], SEEM4720/ESTR4506[b]
Show 30 course(s) →
| Code | Title | T1 | T2 | T1 Teaching schedule | T2 Teaching schedule | Prerequisites | Also in minor |
|---|---|---|---|---|---|---|---|
| BMEG 3102 | Bioinformatics | — | --LEC: We 10:30AM - 11:15AM Th 11:30AM - 1:15PM -T01-TUT: We 11:30AM - 12:15PM | Not for students who have taken ELEG4120 or CSCI3220 or ESTR3110. | |||
| BMEG 3130 | Tele-medicine and Mobile Healthcare | — | — | — | |||
| 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 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. | |||
| ESTR 4106 | Introduction to Cloud Computing and Storage | — | — | Co-requisite: CSCI3150 or ESTR3102.Not for students who have taken CSCI4180. | |||
| CSCI 4190 | Introduction to Social Networks | — | — | Pre-requisite: CSCI2100 or 2520 or ESTR2102. | |||
| IERG 3280 | Networks: Technology, Economics, and Social Interactions | — | — | Not for students who have taken ESTR3302. | |||
| ESTR 3302 | Networks: Technology, Economics, and Social Interactions | — | — | Not for students who have taken IERG3280. | |||
| IERG 3320 | Social Media and Human Information Interaction | — | --LEC: Mo 12:30PM - 1:15PM Th 12:30PM - 2:15PM -T01-TUT: TBA | Prerequisite: IERG2051 or MIEG2051 or ENGG2030 or ESTR2302 or ESTR2360 or ESTR2206.Not for students who have taken ESTR3306. | |||
| ESTR 3306 | Social Media and Human Information Interaction | — | --LEC: Mo 12:30PM - 1:15PM Th 12:30PM - 2:15PM -T01-TUT: TBA | Prerequisite: IERG2051 or MIEG2051 or ENGG2030 or ESTR2302 or ESTR2360 or ESTR2206.Not for students who have taken IERG3320. | |||
| IERG 4080 | Building Scalable Internet-based Services | — | --LEC: Tu 12:30PM - 2:15PM Mo 11:30AM - 12:15PM -T01-TUT: TBA | Pre-requisite: IERG3080.Not for students who have taken ESTR4312. | |||
| ESTR 4312 | Building Scalable Internet-based Services | — | — | Not for students who have taken IERG4080.Pre-requisite: IERG3080. | |||
| IERG 4160 | Image Processing and Visual Understanding | — | --LEC: Mo 9:30AM - 11:15AM We 11:30AM - 12:15PM -T01-TUT: TBA | Not for students who have taken ELEG4502 or ELEG4512. | |||
| IERG 4230 | Introduction to Internet of Things | --LEC: Th 9:30AM - 11:15AM -L01-LAB: Th 2:30PM - 4:15PM | — | — | |||
| IERG 4300 | Web-scale Information Analytics | — | --LEC: We 9:30AM - 11:15AM Fr 9:30AM - 11:15AM -T01-TUT: TBA | Not for students who have taken CSCI5510 or ENGG4030 or ESTR4300. | |||
| ESTR 4300 | Web-scale Information Analytics | — | --LEC: We 9:30AM - 11:15AM Fr 9:30AM - 11:15AM -T01-TUT: TBA | Not for students who have taken CSCI5510 or ENGG4030 or IERG4300. | |||
| IERG 4330 | Programming Big Data Systems | — | — | Pre/Co-requisite: ENGG4030 or ESTR4300 or IERG4300.Not for students who have taken ESTR4316 or IEMS5730. | |||
| ESTR 4316 | Programming Big Data Systems | — | — | Not for students who have taken IERG4330 or IEMS5730.Co-/Pre-requisite(s): ENGG4030 or ESTR4300 or IERG4300. | |||
| MAEG 4010 | Computer-integrated Manufacturing | — | --LEC: We 10:30AM - 11:15AM Mo 9:30AM - 11:15AM -T01-TUT: TBA | Not for students who have taken ESTR4408. | |||
| ESTR 4408 | Computer-integrated Manufacturing | — | — | Not for students who have taken MAEG4010. | |||
| SEEM 3680 | Technology, Consulting and Analytics in Practice | --LEC: Th 2:30PM - 3:15PM We 3:30PM - 5:15PM -T01-TUT: TBA | — | Not for students who have taken ESTR3512, ESTR4504 or SEEM4680. | — | ||
| ESTR 3512 | Technology, Consulting and Analytics in Practice | — | — | Not for students who have taken ESTR4504, SEEM3680 or SEEM4680. | — | ||
| SEEM 4630 | E-Commerce Data Mining | --LEC: Tu 10:30AM - 12:15PM We 2:30PM - 3:15PM -T01-TUT: TBA | — | — | — | ||
| SEEM 4670 | Service Systems | — | — | — | |||
| SEEM 4680 | (not found in course_info) | ||||||
| ESTR 4504 | (not found in course_info) | ||||||
| SEEM 4720 | Computational Finance | — | --LEC: Mo 11:30AM - 12:15PM We 4:30PM - 6:15PM -T01-TUT: TBA | Not for students who have taken ESTR4506. | — | ||
| ESTR 4506 | Computational Finance | — | — | Not for students who have taken SEEM4720.Pre-requisite: SEEM2520 or SEEM3570 or SEEM3590 or ESTR3508 or ESTR3509. | — | ||
Explanatory Notes
1.This Minor Programme is not applicable to students who major in Artificial Intelligence: Systems and Technologies.
[a]Non-engineering students who wish to use other courses to substitute the required courses will have to seek approval from the Programme Director.
[b]ESTR courses are developed based on ordinary engineering courses with additional course materials and challenging assessments. The courses are only applicable to students of the ELITE stream, who can choose a combination of the ESTR courses or the equivalent courses listed in the curriculum to fulfill the minor programme requirements.