EDGE AI FOUNDATION Courses

The Power of Diversity in Machine Learning - Building Equitable and Effective AI Systems

1 rating

Explore how diversity in data, perspectives, and experiences shapes machine learning development, addressing bias and fostering inclusive AI systems that drive innovation and market success.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Detecting Insufficient Lubrication in Ball Bearings Using Ultrasound MEMS Microphone

1 rating

Discover how ultrasound MEMS microphones can detect insufficient lubrication in ball bearings, exploring experimental results and practical applications in predictive maintenance.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

A 28nm AI Microcontroller with Embedded Flash Memory for Edge Computing

1 rating

Discover Anaflash's revolutionary 28nm AI microcontroller with embedded flash memory that eliminates memory bottlenecks, featuring zero-standby power and Near Memory Computing for efficient edge AI.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Energy-Efficient Asset Tracking with Edge AI - Industry 4.0 Innovation

Discover how PES University students leverage Edge AI and TinyML for indoor asset tracking in manufacturing, combining Wi-Fi and BLE signals with machine learning to create real-time, energy-efficient location monitoring systems.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

NXP's Vision for Generative AI at the Edge

Explore NXP's groundbreaking approach to private, secure generative AI at the edge with multimodal inference, on-device LLMs, and real-time processing without cloud dependency.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Neuromorphic Computing - Bringing Brain-Like Intelligence to the Edge

Explore neuromorphic computing and spiking neural networks for ultra-low-power AI at the edge, featuring 10x performance gains over traditional systems in real-world applications.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

The Future Is Edge AI - Distributed Intelligence and Local Processing

Explore how Edge AI transforms industries through distributed intelligence, from factory defect detection to personal copilots, with Intel's open-edge platform and specialized models.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Generative Edge AI - Architectures, Agents and Apps

Discover how to deploy generative AI at the edge without cloud dependency. Learn model optimization, hybrid architectures, and real-world deployment strategies for local inference.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

A Unified Neuromorphic Platform for Sparse, Low Power Computation

Discover ADA, a neuromorphic processor using time-encoded spikes for ultra-low power edge computing with 5x better efficiency than traditional MCUs.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Empowering at the Edge - The Arduino Way to AI

Discover Arduino's accessible approach to edge AI through a four-step journey from no-code experiments to production deployment, featuring open hardware and cloud-native tools.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

The Edge AI Alliance - Decentralized Distributed Edge AI with Parallel and Multimodel Capabilities

Explore decentralized AI networks using wearables and sensors that collaborate without cloud dependency, featuring practical edge computing patterns and TinyML applications.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Transformer-Level Face Recognition on a Microcontroller - Real-Time Implementation with STM32N6

Discover how to implement real-time face recognition on STM32N6 microcontroller, achieving 25 FPS with transformer-level accuracy in just 4MB RAM using innovative edge AI techniques.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

The Optimization Trap in Edge AI

Discover why AI models fail on real devices despite theoretical efficiency and learn a 4-step framework to align architecture with hardware for faster, reliable edge deployment.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Practical Deployment of AI Speech Enhancement in Hearing Aids

Discover how deep learning transforms hearing aids with real-time speech enhancement, using edge AI to separate voice from noise in crowded environments with minimal latency and power consumption.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Your Printer Just Got Smarter - On-Device Document AI Is Here

Discover how printers now perform document AI tasks locally - extracting tables, translating text, and generating edits without cloud dependency using Qwen 2.5-VL and privacy-first architecture.

• YouTube
• 20 minutes
• Self-Paced
• Free Video