Course objectives
Upon completion of the Specialist Diploma in Applied Generative Artificial Intelligence (SDGAI) programme, graduates will be able to:
- Explain the business cases of applied and generative artificial intelligence for different use cases or contexts.
- List and describe the various technologies, frameworks, and platforms for applied and generative artificial intelligence.
- Differentiate major Machine Learning, Deep Learning and Generative AI models.
- Architect or design solutions that apply one or more artificial intelligence concept and technology using Machine Learning, Deep Learning or Generative AI models.
- Build, test, and deploy a complete IT solution that applies artificial intelligence in industry use cases.
Course description
The Specialist Diploma in Applied Generative Artificial Intelligence (SDGAI) course is designed to provide a comprehensive introduction to the principles, techniques, and applications of Artificial Intelligence (AI) and Generative AI.
This course will guide participants through the fundamentals of AI, including machine learning, deep learning, and neural networks, before delving into the innovative realm of generative models such as GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), Stable Diffusion, and Large Language Models (LLMs). Participants will also gain a deep understanding of the ethical challenges in AI development and learn to develop AI systems with ethical considerations in mind.
By the end of this course, participants will have the knowledge and skills to implement AI solutions and create generative AI models that can produce original content.
What is so unique about this programme?
The course is designed to prepare students for industry certifications, specifically equiping them with the necessary skills needed to take the AWS Certified Machine Learning - Specialty exam and the Nvidia Deep Learning Institute certification.
Company Sponsorship
If you are a company-sponsored course applicant, please seek assistance from your company's course co-ordinator to log in to STEP using the Corp Pass to generate a corporate application link. Your application would need to be submitted via the link generated. For more information about using the STEP portal, please refer to our step-by-step guide.
Please click on the "Register" button to view the updated course schedule and fees on the Skills Training & Enhancement Portal (STEP).
At least a local Polytechnic Diploma or recognized Degree in science, engineering, information technology, or any other disciplines with at least three (3) years of relevant work experience.
Recognition of prior learning: Applicants who do not meet the entry requirements may be considered for admission to the course based on evidence of at least 5 years of relevant working experience or supporting evidence of competency readiness. Suitable applicants who are shortlisted may have to go through an interview and/or entrance test.
Conditional Offer
Graduating students (in final semester) from a local polytechnic may apply for the programme.
Click
here for more information on how to apply for the programme and receive a Conditional Offer
The polytechnic reserves the right to shortlist and admit applicants.
Please click on the "Register" button to view the updated course schedule and fees on the Skills Training & Enhancement Portal (STEP).