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 Duration 21 hours

Course Outline

Foundations of Physical AI and Robotics

  • A comprehensive overview of Physical AI and its developmental trajectory
  • Use cases in industrial automation and other domains
  • Essential components that constitute intelligent robotic systems

Architecting Robotics Systems

  • Mechanical design principles applicable to robotic structures
  • Effective integration of sensors and actuators
  • Power management strategies and energy efficiency considerations

Integrating AI Models into Robotics

  • Applying machine learning techniques for perception and strategic decision-making
  • The role of reinforcement learning in robotic behavior
  • Constructing robust AI pipelines for robotic applications

Real-Time Sensor Data Integration

  • Advanced sensor fusion methodologies
  • Processing and interpreting data from LiDAR, cameras, and supplementary sensors
  • Implementing real-time navigation algorithms and obstacle avoidance mechanisms

Simulation Frameworks and Testing Protocols

  • Leveraging simulation environments such as Gazebo and the MATLAB Robotics Toolbox
  • Creating accurate models of dynamic operational environments
  • Evaluating system performance and applying optimization techniques

Automation Strategies and System Deployment

  • Programming robots specifically for industrial automation tasks
  • Designing efficient workflows for repetitive operational procedures
  • Safeguarding safety standards and ensuring reliability during deployment

Emerging Trends and Advanced Topics

  • The evolution of collaborative robots (cobots) and human-robot interaction dynamics
  • Navigating ethical frameworks and regulatory landscapes in robotics
  • Forecasting the future trajectory of Physical AI in the automation industry

Requirements

  • Fundamental understanding of robotics and automation frameworks
  • Strong programming skills, with a preference for Python
  • Working knowledge of core AI concepts

Target Audience

  • Robotics Engineers
  • Automation Specialists
  • AI Developers

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