EDGE AI FOUNDATION Courses

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

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

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

Real World AI - Tackling Dynamic MLOps Challenges for Edge Devices

Explore how integrated platforms for data, connectivity, and over-the-air software delivery solve unique challenges in deploying Edge AI across remote, cellular-connected devices.

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

EDGE AI Blueprints: Streetlights as Edge AI Infrastructure

Discover how to integrate edge AI sensor systems with streetlight infrastructure, explore the Colorado Smart City Alliance Challenge program, and learn about Sony's edge AI vision systems for smart city applications.

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

The Road to Realizing Generative AI at the Edge for Endpoint Applications

Explore the challenges and breakthroughs in deploying generative AI on endpoint devices with Henrik Flodell from Alif Semiconductor, focusing on low-power architectures that bring Gen AI capabilities beyond the cloud.

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

What's Next for Emerging Technologies at the Edge?

Explore the future of edge computing and AI innovation with Intel's Mandy Pant as she reveals key trends, challenges, and opportunities reshaping how we build and deploy AI solutions at the edge.

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

Intercepting EDGE AI Trends: Dell's AI PC, AI Factories, and NativeEdge

Discover how Dell is shaping Edge AI's future through AI PCs, AI factories, and the NativeEdge platform in this insightful keynote from the EDGE AI FOUNDATION conference.

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

Edge AI: Turning Physical Constraints into Innovation Opportunities

Discover how Expanso transforms physical constraints into innovation with edge computing and containerized ML models, exploring decentralized Edge AI, Bacalhau project, and sustainable AI infrastructure solutions.

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

Smart Sampling Unlocks Edge AI Capabilities You Never Thought Possible

Discover how smart sampling reduces AI computational needs by 400x while maintaining accuracy, enabling powerful edge applications with just 10% of sensor data through brain-inspired selective attention.

• YouTube
• 20 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

Energy Efficient Indoor Asset Tracking for Industry 4.0

Discover how IoT-based indoor asset tracking solves manufacturing challenges by comparing Raspberry Pi Pico W and Arduino Nano 33 BLE Sense platforms for real-time location monitoring in Industry 4.0 environments.

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

Scikit-learn for Microcontrollers

Discover how to implement scikit-learn machine learning models on microcontrollers for efficient edge computing and embedded AI applications.

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

Energy-Efficient Generative AI on Open-Source RISC-V Heterogeneous SoCs

Explore energy-efficient generative AI implementation on RISC-V heterogeneous SoCs, focusing on optimization techniques and open-source solutions for edge computing applications.

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