Machine learning in robotics
Advanced training combining the theory of machine learning with the practice of robotics. Participants will learn methods of implementing ML algorithms in robotic systems, with a particular focus on issues of perception, motion planning and interaction with the environment. The program is implemented in the form of practical workshops using simulators and real robotic platforms, where theory is immediately verified in practical implementations.
Issues
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Robotic perception systems
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Sensory data processing
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Deep learning in robotics
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Path planning
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Adaptive control
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SLAM (Simultaneous Localization and Mapping).
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Reinforcement learning
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Computer vision
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Robot kinematics
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Robotics frameworks
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Optimization of real-time systems
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Integration of robotic systems
Benefits
- Upon completion of the training, the participant will be able to design and implement robotic systems using machine learning
- Integrating ML algorithms with robot control systems
- He will develop skills in sensory data processing and machine perception
- Will learn to implement advanced motion planning and decision-making systems in robotics
- Will be able to optimize the performance of robotic systems using ML
- Will gain practical experience working with popular robotics frameworks
Who is this training for?
Prerequisites
- Basic knowledge of robotics
- Programming experience in C++ or Python
- Knowledge of the basics of machine learning
- Knowledge of linear algebra and kinematics
Training program
Architecture of robotic systems with ML
- Sensors and actuators
- Data representation in robotics
- Real-time signal processing
Perception and recognition
- Computer vision in robotics
- Sensory data processing
- Recognition of objects and scenes
- Mapping and localization
Planning and control
- Reinforcement learning in robotics
Path planning
- Traffic control
- Dynamic behavioral adaptation
- Implementation and integration
Robotics frameworks
- Real-time systems
- Performance optimization
- Testing and validation
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the Machine learning in robotics training for?
This training is designed for professionals looking to develop skills in machine learning in robotics. Required level: advanced.
How long is the Machine learning in robotics training?
The training lasts 3. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.