EDGE AI FOUNDATION Courses

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

1 review

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
• On-Demand
• Free Video

Detecting Insufficient Lubrication in Ball Bearings Using Ultrasound MEMS Microphone

1 review

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

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

Automated Yard Processes Using TinyML for Logistics Management

1 review

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
• On-Demand
• 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
• On-Demand
• Free Video

Visual Anomaly Detection Using Generative AI on MCUs

Discover how generative AI tools enable visual anomaly detection on microcontrollers, exploring practical implementations and cutting-edge applications in edge computing.

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

EDGE AI BLUEPRINTS - Advancing Digital Cockpits with Edge-Based Computer Vision AI

Explore how edge AI transforms vehicle safety through digital cockpits and computer vision, featuring insights from iRider and NXP on real-world transportation challenges.

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

Blurring the Line Between Cloud and Edge - NXP's Vision for Scalable AI

Explore NXP's vision for converging edge and cloud AI, covering hardware-software co-design, memory optimization, and real-world applications from automotive to IoT systems.

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

From Fantasy to Reality - Building Chatbots with OpenVINO and Intel AI

Discover how to build powerful chatbots that run locally on PCs using Intel's OpenVINO toolkit, featuring offline LLMs, image generation, and model optimization techniques.

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

Fully Automated Model Generation for Edge Devices

Discover ModelCat's AI-in-the-Loop approach that automates ML model development from data to device, reducing months of work to days for edge and embedded systems.

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

TinkerBlox - From Cloud Dependency to True Edge Autonomy

Discover how TinkerBlox pioneers intelligent edge computing to eliminate cloud dependency, reduce latency, and enable autonomous decision-making in drones, automotive, and industrial systems.

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

Write Once, Deploy Everywhere - The Model-Agnostic AI Deployment

Discover OwLite, a model-agnostic AI deployment framework that enables single pipeline reuse across diverse edge devices, eliminating redundant engineering and accelerating rollout.

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

Leveraging Automated Model Discovery for Edge Devices

Discover cutting-edge techniques for automated model discovery and optimization on resource-constrained edge devices, focusing on efficient AI deployment and performance enhancement.

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