Minor 

The Minor in 5G and AIoT aims to equip students with skillsets in 5G communication and Artificial Intelligence of Things.

Students are required to complete 4 elective modules including the mandatory module, Low-Code 5G & AIoT (EP0409) and at least 1 module from IoT domain and AI domain. 

*Note: Students from the following diploma courses are not eligible for the following elective modules: 

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Minor in Business Management*

The Minor in Business Management provides students with opportunities to acquire fundamental knowledge in key domains that exist in typical business organisations and cut across all sectors. 

Students are required to complete 4 elective modules and should take at least 1 elective from each domain as shown below:

*Note: Students from the following courses will be excluded from the Minor: 

1. Diploma in Accountancy (SB)
2. Diploma in Banking and Finance (SB)
3. Diploma in Business Administration (SB)
4. Diploma in Human Resource with Psychology (SB)
5. Diploma in Engineering with Business (EEE)
6. Diploma in Maritime Business (SMA)

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Minor in Data & Artificial Intelligence 

The Minor in Data & Artificial Intelligence trains students to develop deep skills to work with Data for AI; these are emerging skills needed across multiple industry sectors. 

Students are required to complete all 5 elective modules as shown below: 

EP0302 - PROGRAMMING FOR DATA SCIENCE

EP0304 - MACHINE LEARNING IN PYTHON

EP0610 - DATA VISUALIZATION FOR BUSINESS

EP0611 - THINKING WITH DATA FOR DECISION MAKING

EP0612 - FUNDAMENTALS AND AUTOMATION OF DATA ANALYSIS

A pass in EP0302 is a prerequisite for taking EP0610 and EP0611.

A pass in EP0611 is a prerequisite for taking EP0304.

Click the video below to find out more.

Notes:

1. Students from DAAA will be excluded from this Minor.

2. Students who successfully complete both the Minor and internship will be awarded an additional e-certificate in AISG’s AI Data Apprenticeship Programme (AIDP).

3. All students who undertake the Minor in Data and AI will read EP0612 as their first elective in the program except,

1. DARCH, DID, DLA and DBS students who will do EP0302 as their first elective;
2. DMB (Path A5) students will read EP0302 as their first elective while DMB (Path B5) students will read both EP0612 and EP0302 simultaneously, as their first electives in the Minor.
   

4. SB/DMB students who have read MS1522 or MS7524 would be exempted from EP0612.

Please contact Dr Jaya at jaya_shreeram_s_jayaram@sp.edu.sg or Dr Edna Chan at edna_chan@sp.edu.sg if you have any queries.

The Minor in Entrepreneurship will provide SP students with opportunities to cultivate entrepreneurial mind set, behaviours, attributes and competencies that prepare them for the changing environment.

Students are required to complete 4 elective modules and should take the modules listed in A, B, C and any 1 from D as shown below: 

Note:

1. DBA students who intend to pursue a specialisation in Entrepreneurship should not also take up the Minor in Entrepreneurship.