Data Scientist Specialized in Edge AI

With the "Data Scientist Specialized in Edge AI" certificate, we certify practical knowledge of methods and tools for the development and implementation of machine learning applications on microcontrollers.

A certified "Data Scientist Specialized in Quantum Machine Learning"

• is able to recognize the challenges and solutions for the implementation of ML applications on microcontrollers in a company and to develop suitable strategies.
• knows concrete implementation examples of ML applications on microcontrollers
• and knows the most important technical aspects of Edge AI, including the development of ML models, implementation on microcontrollers and optimization for operation and performance.

Target group

Project managers, data scientists and hardware developers/architects who want to delve deeper into the challenges of implementing ML applications on microcontrollers.

• Edge AI applications
• Project Management
• Sensor technology & data acquisition
• Data science on the PC
• Basics of machine learning on the PC
• Hardware architecture
• Embedded programming, debugging, profiling and communication
• Machine learning inference on the embedded device
• Machine learning training on the embedded device
• Resource requirements
• Optimization of models