Embedded Artificial Intelligence: Basics
Issued by
University of California, Irvine
Earners of this badge have completed coursework and a hands-on project introducing embedded artificial intelligence and hardware, software frameworks, tools, and methods for creating embedded artificial intelligence (AI) solutions. Earners can use specialized frameworks and tools to create a machine learning model and deploy the model on resource-constrained hardware such as a low-cost microcontroller. Earners can evaluate inference performance of the deployed model.
Skills
- Embedded Artificial Intelligence: Basics
Earning Criteria
-
Capture training data from sensors
-
Train a machine learning model using an embedded AI development framework
-
Create a program to deploy the machine learning model for inference on a resource-constrained hardware device
-
Evaluate the inference performance of the deployed model