Machine Learning Foundations: Prototyping With Edge Impulse

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Machine Learning Foundations: Prototyping With Edge Impulse
Released: 03/2025
Duration: 1h 9m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 186 MB
Level: Beginner | Genre: eLearning | Language: English

Explore the world of machine learning on edge devices with this hands-on course. Robert Gallup-a technologist, designer, and maker-guides you through basic machine learning concepts and workflow. Set up the necessary tools and hardware to develop a voice-driven prototype using the Arduino Nano 33 BLE Sense microcontroller. Discover how to use the Edge Impulse platform to acquire data, train a machine learning model, and generate code for your prototype. Upload and modify the code to complete your prototype using the Arduino IDE. Finally, explore practical challenges in deploying ethical machine learning on edge devices. By the end of this course, you'll be equipped to create your own intelligent prototypes, enhancing your technical portfolio and practical problem-solving abilities.
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