Course Outline
Introduction to Generative AI
- An overview of AI’s role in the manufacturing industry
- Core principles behind Generative AI
- Real-world use cases and illustrative case studies
Design Optimization via Generative AI
- Leveraging AI for product design and development cycles
- Case study: Applying generative design in practical scenarios
- Fostering creativity and innovation within product design
Predictive Maintenance
- Deploying AI for forecasting equipment maintenance needs
- Workshop: Constructing a predictive maintenance model
- Minimizing downtime and maintenance expenses through AI
Enhancing Quality Control
- Integrating AI into quality assurance workflows
- Exercise: AI-powered defect detection and analysis
- Elevating product quality using machine learning algorithms
Data Analysis and Strategic Decision Making
- Translating AI-generated insights into production improvements
- Group activity: Navigating data-driven decision scenarios
- Employing data visualization to clarify AI outputs
Integrating AI into Manufacturing Ecosystems
- Strategies for adopting AI within established manufacturing workflows
- Panel discussion: Addressing common AI integration hurdles
- Best practices for deploying AI in manufacturing settings
Future Trends in Manufacturing AI
- Investigating emerging technologies and their prospective impact
- Interactive session: Preparing for the future landscape of manufacturing AI
- Maintaining a competitive edge through continuous AI learning
Practical Sessions
- Hands-on projects utilizing Generative AI tools
- Peer reviews and group presentations
- Final project: Crafting a comprehensive AI strategy for a manufacturing context
Summary and Next Steps
Requirements
- Foundational knowledge in manufacturing engineering or process improvement
- Working familiarity with fundamental AI and machine learning concepts
- Basic programming proficiency, ideally in Python
Target Audience
- Manufacturing Engineers
- Process Improvement Specialists
- AI Developers
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2900 € + VAT*
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the tips and recommended prompts that we can take away from this training
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use of proper and effective prompt