Our Training Programs
Three specialized courses designed to deepen your understanding of AI systems through perception, collaboration, and evaluation
Return to HomePerception and Sensing for AI
Understanding how sensors capture the world informs better AI system design. This 8-week program covers camera systems, depth sensors, LiDAR, audio capture, and sensor fusion. You'll work hands-on with diverse sensor data, understanding both capabilities and limitations.
What You'll Learn:
- Visual sensing modalities and their characteristics
- Depth estimation and 3D reconstruction methods
- Audio processing for perception tasks
- Sensor fusion approaches and challenges
Duration
8 weeks
Investment
SGD 850
Human-AI Collaboration Design
Designing systems where humans and AI work together effectively requires understanding both sides. This 8-week program develops skills in collaborative AI interface design, including shared mental models, transparency design, trust calibration, and handoff protocols.
What You'll Learn:
- Principles of effective human-AI teaming
- Transparency and explainability design
- Trust calibration in AI systems
- Handoff protocols and failure handling
Duration
8 weeks
Investment
SGD 920
AI Systems Evaluation and Benchmarking
Rigorous evaluation separates effective AI from hype. This 6-week program develops comprehensive assessment skills including metric selection, benchmark design, statistical significance, and fair comparison practices. Emphasizes honest, useful assessment over optimistic presentation.
What You'll Learn:
- Comprehensive evaluation framework development
- Statistical validation and significance testing
- Fair comparison and benchmark design
- Results communication and reporting
Duration
6 weeks
Investment
SGD 680
Compare Our Programs
| Feature | Perception & Sensing | Human-AI Collaboration | Systems Evaluation |
|---|---|---|---|
| Duration | 8 weeks | 8 weeks | 6 weeks |
| Investment | SGD 850 | SGD 920 | SGD 680 |
| Focus Area | Sensor systems | Interface design | Assessment methods |
| Technical Depth | |||
| Design Focus | |||
| Best For | Developers | Designers/Developers | Researchers/Analysts |
Our Training Standards
Practical Focus
Every course includes substantial project work with real data and constraints. You develop concrete skills applicable in professional contexts.
Expert Instruction
Learn from practitioners with direct experience building AI systems. They understand both technical implementation and deployment challenges.
Updated Content
Course materials regularly updated based on participant feedback and field developments, while maintaining focus on transferable principles.
Start Your Learning Journey
Contact us to discuss which program aligns with your goals and background
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