Course Outline
Introduction to Multimodal AI for Industrial Automation
- Overview of AI applications in manufacturing
- Understanding multimodal AI: text, images, and sensor data
- Challenges and opportunities in smart factories
AI-Driven Quality Control and Visual Inspections
- Using computer vision for defect detection
- Real-time image analysis for quality assurance
- Case studies of AI-powered quality control systems
Predictive Maintenance with AI
- Sensor-based anomaly detection
- Time-series analysis for predictive maintenance
- Implementing AI-driven maintenance alerts
Multimodal Data Integration in Smart Factories
- Combining IoT, computer vision, and AI models
- Real-time monitoring and decision-making
- Optimizing factory workflows with AI automation
AI-Powered Robotics and Human-AI Collaboration
- Enhancing robotics with multimodal AI
- AI-driven automation in assembly lines
- Collaborative robots (cobots) in manufacturing
Deploying and Scaling Multimodal AI Systems
- Choosing the right AI frameworks and tools
- Ensuring scalability and efficiency in industrial AI applications
- Best practices for AI model deployment and monitoring
Ethical Considerations and Future Trends
- Addressing AI bias in industrial automation
- Regulatory compliance in AI-powered manufacturing
- Emerging trends in multimodal AI for industries
Summary and Next Steps
Requirements
- An understanding of industrial automation systems
- Experience with AI or machine learning concepts
- Basic knowledge of sensor data and image processing
Audience
- Industrial engineers
- Automation specialists
- AI developers
Delivery Options
Private Group Training
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- 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 €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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