Course Duration
2 days (14 hours Including 1 hour assessment)
Course Fee
S$1,417 (inclusive of GST), per participant
More Information
Medium of Instruction: English
Mode of training – Instructor-Led (Synchronous)
Pass Criteria: 20 MCQs (at least 70% achievement)
Venue:
20 Bendemeer Rd, #04-06 BS Bendemeer Centre, Singapore 339914
Course Objective
This instructor-led certification course provides a hands-on introduction to AI & Machine Learning (ML), with real-world case studies across industries. Participants will learn key concepts, tools, and applications of AI/ML, with interactive exercises and industry examples.
Learning Outcome
Day 1: Foundations & Industry Applications
Module 1 – Introduction to AI & Machine Learning
- AI vs. ML vs. Deep Learning: Key Differences
- Types of ML: Supervised, Unsupervised, Reinforcement Learning
- Real-world AI applications across industries
Module 2 – AI in Finance & Insurance
- Fraud detection (banking, claims)
- Algorithmic trading & risk assessment
- Chatbots & customer service automation
- Case Study: AI-driven underwriting in insurance
Module 3 – AI in Healthcare & Retail
- Predictive diagnostics & personalized medicine
- AI in drug discovery & medical imaging
- Recommendation engines (e-commerce, F&B)
- Case Study: AI-powered inventory management in retail
Day 2: Advanced Applications & Implementation
Module 4 – AI in Manufacturing & Supply Chain
- Predictive maintenance in manufacturing
- AI-driven logistics optimization
- Case Study: AI in food supply chain management
Module 5 – AI Ethics & Future Trends
- Bias, fairness, and transparency in AI
- Regulatory challenges (GDPR, AI governance)
- Emerging trends: Generative AI (ChatGPT), Edge AI, AIoT
AI Workshop:
- Teams design an AI solution (no coding required) for a real-world business problem (e.g., fraud detection, demand forecasting, customer personalization)
Company Sponsored Form (More than 1 participant)