Edge Impulse is ushering in the future of embedded machine learning by empowering developers to create and optimize solutions with real-world data. We are making the process of building, deploying, and scaling embedded ML applications easier and faster than ever, unlocking massive value across every industry, with millions of developers making billions of devices smarter.
What will happen during the workshop?
Participants will learn what embedded machine learning is, how to collect and label a high-quality and robust dataset for an audio keyword spotting use case (similar to “OK Google”), build and train the model, and finally deploy the model to their mobile phone to experience real-time edge AI on their own device in just a few minutes.
What will you learn?
- Learn how embedded ML gives real-time insights into audio data streams for keyword spotting purposes
- Build your first embedded ML model in real-time
- Gain insight into the types of problems ML solves, then build better products
- Learn how to take your ideas to production and scale through complete MLOps
Do I need to have experience to join?
A basic understanding of audio data and/or audio signal processing is a bonus, but not required.