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 Duration 14 hours

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.
Investment

Price per private group, online live training, starting from 2900 € + VAT*

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