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Course Outline
Introduction to Smart Robotics and AI Integration
- Overview of robotics in Industry 4.0
- AI’s role in perception, planning, and control
- Software and simulation environments
Perception Systems and Sensor Fusion
- Computer vision for robotics (2D/3D cameras, LiDAR)
- Sensor calibration and fusion techniques
- Object detection and environment mapping
Deep Learning for Perception
- Neural networks for visual recognition
- Using TensorFlow or PyTorch with robotic data
- Training perception models for object tracking
Motion Planning and Path Optimization
- Sampling-based and optimization-based planning
- Working with MoveIt for motion planning
- Collision avoidance and dynamic re-planning
Learning-Based Control Strategies
- Reinforcement learning for robotic control
- Integrating AI into low-level control loops
- Simulation with OpenAI Gym and Gazebo
Collaborative Robots (Cobots) in Smart Manufacturing
- Safety standards and human-robot collaboration
- Programming and integrating cobots with AI
- Adaptive behaviors and real-time responsiveness
System Integration and Deployment
- Interfacing with industrial controllers (PLC, SCADA)
- Edge AI deployment for real-time robotics
- Data logging, monitoring, and troubleshooting
Summary and Next Steps
Requirements
- An understanding of robotic systems and kinematics
- Experience with Python programming
- Familiarity with AI or machine learning concepts
Audience
- Robotics engineers
- Systems integrators
- Automation leads
21 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 €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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