AI-Curated Courses (In collaboration with AIMfg)

To drive and accelerate AI adoption by manufacturing companies, with a focus on technology translation and workforce augmentation.

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The Sectoral AI Centre of Excellence for Manufacturing (AIMfg) is a pilot initiative jointly developed by the Ministry of Trade and Industry (MTI) and the Agency for Science, Technology, and Research (A*STAR). It forms part of Singapore’s effort under the Singapore National AI Strategy 2.0 (NAIS 2.0) to build a thriving industry ecosystem in Singapore with significant value creation from artificial intelligence (AI) and capabilities across the AI technology stack.

Launched in September 2024, AIMfg brings together expertise in AI and the manufacturing domain with its various use cases. This initiative will actively convene and collaborate with ecosystem stakeholders across industry, research and government, leveraging A*STAR’s capabilities in AI technologies, including Generative AI and large language models, to develop and deploy impactful solutions for businesses.

The Five Areas of AI Focus in Manufacturing

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Quality Assurance

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Operations Optimisation

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Predictive Maintenance

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Product Design

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Industrial Automation


AI and new technologies are transforming industries, making workforce development essential. How can we help your organisation leverage these changes for success?

Challenges Faced by Organisations for AI Adoption in Manufacturing

  • Longer and more costly path from development to implementation
  • Challenge of data collection and generalisation
  • Lack of universal language for effective training of AI models
  • Lack of specialised AI talents
AI
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AI Training for the Future of Manufacturing

Our training programmes are tailored to meet the evolving needs of the manufacturing industry. By incorporating the latest AI advancements, we ensure our training stays relevant, empowering your workforce to tackle today's challenges and seize emerging opportunities.


Discover Our Curated Courses Designed to Address Your AI Needs

AI Demand Forecasting
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

AI Demand Forecasting (24 hours)

Full Course Fee ⓘ: $2,400
AI-Enabled Manufacturing Leadership for Transformation
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

AI-Enabled Manufacturing Leadership for Transformation (2-day Executive Programme)

Full Course Fee ⓘ: $1,500
AIM-Ready: Predictive Maintenance and Shopfloor Analytics
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

AIM-Ready: Predictive Maintenance and Shopfloor Analytics (16 hours)

Full Course Fee ⓘ: $1,600
Data Mining for Correlation Analysis (DM-LITE)
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Data Mining for Correlation Analysis (DM-LITE) (16 hours)

Full Course Fee ⓘ: $1,600
Data Pre-Processing for Data Analytics (16 hours)
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Data Pre-Processing for Data Analytics (16 hours)

Full Course Fee ⓘ: $1,600
Data-driven Predictive Maintenance and Optimal Plan
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Data-driven Predictive Maintenance and Optimal Plan (40 hours)

Full Course Fee ⓘ: $4,000
Digital Leadership In the Age of Artificial Intelligence (AI)
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Digital Leadership In the Age of Artificial Intelligence (AI) (8 hours)

Full Course Fee ⓘ: $800
Generative AI for Manufacturing
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Generative AI for Manufacturing (24 hours)

Full Course Fee ⓘ: $2,400
IMPACT™ Programme: Understand Digital Transformation
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

IMPACT™ Programme: Understand Digital Transformation (40 hours)

Full Course Fee ⓘ: $6,000
Implement Manufacturing Data Mining Techniques
Courses by Skills: Digital Manufacturing and AI WSQ Modular Programme SkillsFuture Credit Applicable

Implement Manufacturing Data Mining Techniques (42 hours)

Full Course Fee ⓘ: $4,000
Industrial Artificial Intelligence In Manufacturing
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

Industrial Artificial Intelligence In Manufacturing (24 hours)

Full Course Fee ⓘ: $2,400
Intelligent Inspection for Digital Manufacturing
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture (Credit Applicable

Intelligent Inspection for Digital Manufacturing (24 hours)

Full Course Fee ⓘ: $1,920
Machine Learning for Supply Chain Analytics and Operations Management
Courses by Skills: Manufacturing Automation and Robotics Non-WSQ Modular Programme SkillsFuture Credit Applicable

Machine Learning for Supply Chain Analytics and Operations Management (40 hours)

Full Course Fee ⓘ: $5,000
OSCAR™: Operational Skills and Capability Roadmapping™
Courses by Skills: Digital Manufacturing and AI Non-WSQ Modular Programme SkillsFuture Credit Applicable

OSCAR™: Operational Skills and Capability Roadmapping™ (16 hours)

Full Course Fee ⓘ: $1,600
Smart Urban Logistics Planning and Tracking for Technology and Operation Innovation
Courses by Skills: Digital Manufacturing and AI WSQ Modular Programme SkillsFuture Credit Applicable

Smart Urban Logistics Planning and Tracking for Technology and Operation Innovation (24 hours)

Full Course Fee ⓘ: $2,400