(SCTP) NUS AI Engineering Programme
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2026064747
S$3,735
Original: S$12,450
Save S$8,715
About This Course
This is a comprehensive, end-to-end training programme designed to equip learners with the technical depth, practical skills, and industry-aligned experience required to design, build and deploy modern AI systems. Through the structured modules—ranging from Python programming applied machine learning, deep learning, generative AI, large language models, agentic AI to MLOps—participants will develop strong engineering capabilities and complete a real-world capstone project that demonstrates their readiness for AI-driven roles.
What You'll Learn
At the end of the programme, learners will be able to:
• Use Python and key libraries to prepare and analyse data
• Develop and evaluate machine learning models
• Build deep learning models
• Apply generative AI techniques and tools to create practical applications.
• Complete a full capstone project to address a real-world problem
This SCTP consists of 7 modules, they include:
1. Python Programming for AI Engineering (SCTP)
2. Applied Machine Learning (SCTP)
3. Deep Learning and Neural Networks (SCTP)
4. Generative AI and its Applications (SCTP)
5. Large Language Models and Agentic AI (SCTP)
6. Model Deployment and MLOps Essentials (SCTP)
7. Capstone Project for AI Engineering (SCTP)
• Use Python and key libraries to prepare and analyse data
• Develop and evaluate machine learning models
• Build deep learning models
• Apply generative AI techniques and tools to create practical applications.
• Complete a full capstone project to address a real-world problem
This SCTP consists of 7 modules, they include:
1. Python Programming for AI Engineering (SCTP)
2. Applied Machine Learning (SCTP)
3. Deep Learning and Neural Networks (SCTP)
4. Generative AI and its Applications (SCTP)
5. Large Language Models and Agentic AI (SCTP)
6. Model Deployment and MLOps Essentials (SCTP)
7. Capstone Project for AI Engineering (SCTP)
Entry Requirements
General Diploma
Course Details
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