Advanced Certificate in Applied Artificial Intelligence (AI) Programming
- Analytics & Tech
- Artificial Intelligence
- Innovation & Business Improvement
23 days
Weekdays (9am - 6pm)
Who Should Attend
- Beginners in Programming
- Professionals from non-technical backgrounds
- Data Scientists and Analysts
- Data Engineers
- Business Analysts
- Software Developers
Overview
This comprehensive programme offers participants an immersive, hands-on learning experience, equipping them with essential skills and cutting-edge tools for Python programming, data science, machine learning, deep learning, and artificial intelligence (AI). Each module is designed to cater to beginners and advanced learners, ensuring a balanced blend of foundational knowledge and advanced techniques.
Topic/Structure
Module 1: Introduction to Programming using Python
Module 2: Data Manipulation and Preprocessing
Module 3: Machine Learning Fundamentals
Module 4: Deep Learning Fundamentals
Module 5: Introduction to AI Programming using Large Language Models
Module 6: Responsible AI: Navigating Ethics, Risk Management, and Governance
Module 7: Building AI User Interface using Gradio and Streamlit
Module 8: LangChain Programming
Module 9: Retrieval Augmented Generation (RAG) Programming
Module 10: Fine-tuning Large Language Models (LLM)
Module 11: Programming AI Agents
Assessment
As part of the requirement for SkillsFuture Singapore, there will be an assessment conducted at the end of every module. The mode of assessment, which is up to the trainer’s discretion, may be an online quiz, a presentation or based on classroom exercises.
Calculate Programme Fee
Fee Table
COMPANY-SPONSORED | |||
PARTICIPANT PROFILE |
SELF-SPONSORED |
SME |
NON-SME |
Singapore Citizen < 40 years old Permanent Resident LTVP+
|
$7,521 (After SSG Funding 70%) |
$2,921 (After SSG Funding 70% |
$7,521 (After SSG Funding 70%) |
Singapore Citizen ≥ 40 years old |
$2,921 (After SSG Funding 70% |
$2,921 (After SSG Funding 70% |
$2,921 (After SSG Funding 70% |
International Participant |
$25,070 (No Funding) |
$25,070 (No Funding) |
$25,070 (No Funding) |
All prices include 9% GST
Please note that the programme fees are subject to change without prior notice.
Post Secondary Education Account (PSEA)
PSEA can be utilised for subsidised programmes eligible for SkillsFuture Credit support. Click here to find out more.
Intake Information
MODULES | DATES |
---|---|
Module 1: Introduction to Programming using Python | 3 - 4 Apr 2025 [Open for Registration] |
Module 2: Data Manipulation and Preprocessing | 14 - 16 Apr 2025 [Open for Registration] |
Module 3: Machine Learning Fundamentals | 13 - 14 May 2025 [Open for Registration] |
Module 4: Deep Learning Fundamentals | 26 - 27 May 2025 [Open for Registration] |
Module 5: Introduction to AI Programming using Large Language Models | 5 - 6 Jun 2025 |
Module 6: Responsible AI: Navigating Ethics, Risk Management, and Governance | 17 - 18 Jul 2025 |
Module 7: Building AI User Interface using Gradio and Streamlit | 16 - 17 Jun 2025 |
Module 8: LangChain Programming | 4 - 5 Sep 2025 [Open for Registration] |
Module 9: Retrieval Augmented Generation (RAG) Programming | 18 - 19 Sep 2025 [Open for Registration] |
Module 10: Fine-tuning Large Language Models (LLM) | 2 - 3 Oct 2025 [Open for Registration] |
Module 11: Programming AI Agents | 16- 17 Oct 2025 [Open for Registration] |
*Online registration will close 5 calendar days before the course start date