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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Explore a 20-minute tutorial showcasing ST Microelectronics' ST-IoT Craft platform, a revolutionary low-code/no-code solution that enables developers to create AI algorithms for edge computing without programming expertise. Discover how this browser-based platform addresses the IoT paradox where billions of devices generate massive amounts of data but transforming it into intelligent systems remains complex. Learn about the platform's three-component architecture featuring smart sensors with embedded AI algorithms, intelligent gateways for data filtering, and cloud services for model training and adaptation. Examine the remarkable in-sensor AI technology that enables sensors to make intelligent decisions locally—such as detecting laptop positioning, industrial asset movement, or human activity patterns—while dramatically reducing power consumption and network traffic. Understand how the platform automatically handles 31 different features including mean, variance, energy in bands, peak-to-peak values, and zero crossing for data analysis. Navigate through six pre-built examples covering industrial and consumer applications, and master the streamlined workflow of real-time data visualization, one-click model training, and direct hardware deployment. Gain insights into how the platform automatically manages complex processes like filter selection, feature extraction, window length optimization, and decision tree generation, making embedded AI accessible to developers regardless of their coding background.
Syllabus
Low Code No Code Platform for Developing AI algorithms
Taught by
EDGE AI FOUNDATION