Post-Diploma Certificate in Artificial Intelligence

Training Provider: SINGAPORE POLYTECHNIC
Course Reference: TGS-2024043141
S$5,055

About This Course

This is a certificate under the Specialist Diploma in Data Science (Artificial Intelligence).

What You'll Learn

The Post-Diploma Certificate in Artificial Intelligence provides participants with knowledge and skills in applied machine learning and AI-human interfaces. It covers the development of machine learning systems using Python libraries such as Scikit-learn, NumPy, Pandas and Seaborn, as well as topics such as business needs analysis, computational modelling, feature engineering, data governance, data strategy, and AI governance and ethics, supported by industry case studies. Participants will also learn to build human-to-AI interfaces using deep learning frameworks such as Keras and PyTorch, with applications in intelligent reasoning, computer vision, natural language processing, generative AI, and virtual agents.

Entry Requirements

Polytechnic Diploma/ University with Engineering or IT diploma/degree:
Applicants must have an Engineering/ IT diploma or degree from a recognized polytechnic*/ university** in Singapore

Polytechnic Diploma/ University with Maths requirement:
Applicants must have any other diploma or degree from a recognized polytechnic*/ university** in Singapore, and possess a Pass grade in either GCE ‘O’ level Mathematics or a Mathematics subject at diploma level.

Recognition of Prior Learning (RPL):
Applicants with relevant work experience in a data-related or analytical role will be considered on case-by-case basis, with consideration of supporting evidence of competency readiness. Suitable applicants who are shortlisted may have to go through an interview and/or entrance test. The Polytechnic reserves the right to shortlist and admit applicants.

* NYP, NP, RP, SP or TP
** NTU, NUS, SIT, SMU, SUSS or SUTD (Appl. with degrees from other universities are considered on a case-by-case)

Course Details

Duration 150 hours
Language English
Training Commitment Part Time
Total Enrolled 244 students
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