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Duration 21 hours
Course Outline
Introduction to Physical AI and Robotics
- An overview of Physical AI and its evolutionary trajectory
- Applications in industrial automation and other sectors
- Essential components of intelligent robotic systems
Robotics System Design
- Mechanical design principles applicable to robotics
- Integrating sensors and actuators for optimal performance
- Power systems and strategies for energy efficiency
AI Models for Robotics
- Leveraging machine learning for perception and decision-making
- The application of reinforcement learning in robotic contexts
- Constructing AI pipelines tailored for robotic systems
Real-Time Sensor Integration
- Techniques for effective sensor fusion
- Processing data streams from LiDAR, cameras, and other sensing technologies
- Achieving real-time navigation and obstacle avoidance
Simulation and Testing
- Utilizing simulation tools such as Gazebo and the MATLAB Robotics Toolbox
- Modeling complex, dynamic environments
- Evaluating performance and driving optimization
Automation and Deployment
- Programming robots specifically for industrial automation tasks
- Creating efficient workflows for repetitive operations
- Safeguarding safety and reliability during deployment phases
Advanced Topics and Future Trends
- Exploring collaborative robots (cobots) and human-robot interaction
- Navigating ethical and regulatory frameworks in robotics
- Forecasting the future of Physical AI in automation
Requirements
- Fundamental understanding of robotics and automation systems
- Proficiency in programming languages, with a preference for Python
- Basic familiarity with AI concepts
Target Audience
- Robotics engineers
- Automation 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.
Price per private group, online live training, starting from 4800 € + VAT*
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Testimonials (2)
Supply of the materials (virtual machine) to get straight into the excersises, and the explanation of the Ros2 core. Why things work a certain way.
Arjan Bakema
Course - Autonomous Navigation & SLAM with ROS 2
its knowledge and utilization of AI for Robotics in the Future.