The Specialist Diploma in AI Solutions Development at Temasek Polytechnic is a part-time programme focused on applied learning for designing, developing, and deploying AI-driven solutions. You will work on projects that apply AI and data techniques from data preparation to model development and solution implementation. Topics include cloud computing with machine learning, data engineering for ML, deep learning concepts for areas such as computer vision and natural language processing, and generative AI techniques.
The programme uses facilitated learning in face-to-face or online synchronous sessions, plus asynchronous e-learning. It runs with 2 post-diploma certificates (PDCs), with a certificate issued after successful completion of each PDC. You will complete assessments through a mix of written tests or quizzes, projects, and presentations, and lab-based learning includes extensive use of Python, AI and machine learning libraries, and tools for building, evaluating, and visualising AI solutions.
Modules
- Fundamentals of Cloud Computing & Machine Learning
- Building Machine Learning Pipelines
- Deep Learning & Natural Language Processing
- Generative AI in Practice
