Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 21 hours
Course Outline
Introduction to Smart Robotics and AI Integration
- Robotics in the context of Industry 4.0
- The function of AI in perception, planning, and control
- Relevant software and simulation environments
Perception Systems and Sensor Fusion
- Computer vision for robotics (2D/3D cameras, LiDAR)
- Methods for sensor calibration and fusion
- Detecting objects and mapping the environment
Deep Learning for Perception
- Neural networks for visual recognition
- Leveraging TensorFlow or PyTorch with robotic data
- Training perception models for object tracking
Motion Planning and Path Optimization
- Sampling-based and optimization-based planning methods
- Utilizing MoveIt for motion planning
- Collision avoidance and dynamic re-planning
Learning-Based Control Strategies
- Reinforcement learning for robotic control
- Incorporating AI into low-level control loops
- Simulation using 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
- Connecting with industrial controllers (PLC, SCADA)
- Deploying Edge AI for real-time robotics
- Data logging, monitoring, and troubleshooting
Requirements
- A solid grasp of robotic systems and kinematics
- Proficiency in Python programming
- Knowledge of AI or machine learning principles
Target Audience
- Robotics engineers
- Systems integrators
- Automation leads
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 4800 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (1)
How to use and explore AI for daily works
