EDGE AI FOUNDATION Courses

Integration of IMU AI Processor in Wearable Devices

Discover how to integrate IMU AI processors effectively in wearable technology, focusing on cutting-edge implementation techniques and practical applications for enhanced device functionality.

• YouTube
• 22 minutes
• On-Demand
• Free Video

On-Device Tiny Machine Learning - From Algorithm to Technology

Explore on-device TinyML challenges, adaptive inference optimization, and lightweight training strategies for intelligent, evolving everyday devices.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Building Chatbots with OpenVINO and the AI PC

Discover how to build AI chatbots that run locally on your laptop using OpenVINO and AI PC technology, featuring real-time conversations, image generation, and edge deployment strategies.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Trustworthy AI - From Regulations to Technical Benchmarking

Explore Responsible AI Governance in semiconductors, covering EU AI Act compliance, strategic benefits, and technical benchmarking for trustworthy AI implementation.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Enabling Heterogeneous Compute on Edge-AI Systems

Discover how to leverage heterogeneous compute cores (CPU, GPU, NPU) for optimal edge-AI performance using a flexible SDK that simplifies deployment across multiple targets.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Faster Time-To-Device with Embedl Hub

Discover a vendor-neutral workflow for edge AI deployment using remote device execution and performance profiling to streamline model optimization across diverse hardware platforms.

• YouTube
• 59 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Do You Trust Your AI Models? - Edge AI Security

Explore AI security threats at the edge, covering algorithmic, physical, and side-channel attacks, adversarial examples, cost vs security trade-offs, and post-quantum preparedness.

• YouTube
• 41 minutes
• On-Demand
• 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
• On-Demand
• Free Video

EDGE AI Blueprints - VillageOS™: Generative AI for Sustainable, Autonomous Housing

Discover how VillageOS™ uses generative AI and machine learning to design and operate climate-resilient, self-sustainable housing developments worldwide.

• YouTube
• 1 hour 1 minute
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Harnessing Edge AI to Map Plastic Debris in the World's Oceans

Discover how AI-powered computer vision and edge computing solutions are revolutionizing ocean cleanup efforts by detecting, monitoring, and mapping marine plastic pollution in real-time.

• YouTube
• 59 minutes
• On-Demand
• Free Video