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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
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 3200 € + VAT*
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Testimonials (2)
Going over the various use cases and application of AI was helpful. I enjoyed the walkthrough of the various AI Agents.
Axel Schulz - CANARIE Inc
Course - Microsoft 365 Copilot: AI Productivity Across Word, Excel, PowerPoint, Outlook, and Teams
I liked that trainer had a lot of knowledge and shared it with us
