EDGE AI FOUNDATION Courses

Automated Yard Processes Using TinyML for Logistics Management

1 rating

Discover how TinyML and computer vision optimize yard logistics by automating truck license plate detection and streamlining gate check-in processes for efficient fleet management.

• YouTube
• 13 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

Edge AI Talks: SnipeSearch - Using Agentic AI to Empower with Knowledge

1 rating

Discover SnipeSearch, an advanced search tool using specialized AI agents for precision results across academic papers, videos, and web content, with built-in fact-checking for reliability.

• YouTube
• 1 hour 1 minute
• 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

Bringing Neuromorphic Intelligence to the Edge with Spiking Neural Networks

Discover ultra-low-power neuromorphic microcontrollers using spiking neural networks for real-time edge AI applications in wearables and IoT devices.

• YouTube
• 16 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

How Can Edge AI Transform Energy Infrastructure?

Discover how edge AI revolutionizes energy infrastructure through intelligent monitoring, optimization, and predictive capabilities in smart grids and EV charging systems.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Edge AI in Action - Industry Panel on Real-World Business Applications

Discover how industry leaders tackle edge AI deployment challenges, from hardware optimization to real-world scaling across millions of devices while balancing cost and performance.

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

Low Code No Code Platform for Developing AI Algorithms

Discover how ST Microelectronics' ST-IoT Craft platform enables developers to create intelligent IoT systems with embedded AI sensors using intuitive browser-based tools—no coding required.

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

Energy Efficient and High Throughput Inference Using Compressed Tsetlin Machine

Discover how Tsetlin Machine revolutionizes AI with Boolean logic, achieving 10x faster inference and 20x energy efficiency over neural networks for edge computing applications.

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

Revolutionizing On-Device AI Deployment Through Rapid Implementation

Unlock the power of smartphone MPUs for lightning-fast, private AI inference without cloud costs. Optimize models, benchmark across 200+ devices, and deploy with copy-paste simplicity.

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

Secure the Edge - Firmware, AI Models and Trust at Scale

Discover how to secure edge AI deployments with verified boot, OTA updates, model protection, and compliance-ready logging to prevent attacks and ensure end-to-end trust.

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

Stochastic Training for Side-Channel Resilient AI

Discover how stochastic training protects AI models from side-channel attacks on edge devices, achieving 50% leakage reduction while maintaining accuracy through clever parameter switching.

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

Simple Cost Effective Vision AI Solutions at the Edge

Discover Sony's IMX500 sensor that processes AI directly on-chip, enabling privacy-preserving smart city solutions with minimal bandwidth and power requirements for traffic and beyond.

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