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Course Outline
Introduction to Generative AI
- Overview of AI in manufacturing
- Principles of Generative AI
- Real-world applications and case studies
Design Optimization with Generative AI
- Using AI for product design and development
- Case study: Generative design in practice
- Enhancing creativity and innovation in product design
Predictive Maintenance
- Implementing AI for equipment maintenance forecasting
- Workshop: Building a predictive maintenance model
- Reducing downtime and maintenance costs with AI
Quality Control Enhancement
- Applying AI in quality assurance processes
- Exercise: AI-driven defect detection and analysis
- Improving product quality with machine learning algorithms
Data Analysis and Decision Making
- Interpreting AI-generated insights for production improvement
- Group activity: Data-driven decision-making scenarios
- Utilizing data visualization for better understanding AI outputs
Integrating AI into Manufacturing Systems
- Strategies for adopting AI in existing manufacturing workflows
- Panel discussion: Overcoming challenges in AI integration
- Best practices for implementing AI in manufacturing environments
Future Trends in Manufacturing AI
- Exploring emerging technologies and their potential impact
- Interactive session: Preparing for the future of manufacturing AI
- Staying ahead of the curve with continuous learning in AI
Practical Sessions
- Hands-on projects using Generative AI tools
- Peer reviews and group presentations
- Final project: Developing a comprehensive AI strategy for a manufacturing scenario
Summary and Next Steps
Requirements
- Background in manufacturing engineering or process improvement
- Familiarity with basic AI and machine learning concepts
- Basic programming knowledge, preferably in Python
Audience
- Manufacturing engineers
- Process improvement specialists
- AI developers
14 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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