EDGE AI FOUNDATION Courses

Support for Novel Models for Ahead of Time Compiled Edge AI Deployment

Discover how Roofline AI's retargetable compiler bridges the gap between evolving AI models and edge deployment, offering day-zero support for any framework with 1-3x performance gains.

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

Unlocking the Connected Intelligence Era - Scaling AI Across Billions of Edge Devices

Explore how connectivity technologies, sensor fusion, and edge AI create seamless intelligent experiences across billions of devices from earbuds to cars.

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

EDGE AI Blueprints - AI on the Edge: Designing Intelligence for the Real World

Discover how to design and implement AI systems that operate directly on edge devices for real-world applications and intelligent solutions.

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

EDGE AI Blueprints - AI on the Edge: Designing Intelligence for the Real World

Discover how to design and implement AI systems that operate directly on edge devices, bringing intelligent processing closer to real-world applications and data sources.

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

Advancing Ultra-Low-Power Edge AI with EMASS and ECS-DoT

Discover how ECS-DoT revolutionizes ultra-low-power edge AI with 1mW always-on sensing, event-driven architecture, and seamless compute-memory integration for intelligent devices.

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

Compiler 4.0 - Agentic ML Compilers for the Edge

Discover how agentic ML compilers revolutionize edge AI by reasoning about hardware constraints and generating tailored implementations for specific model-hardware pairs.

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

Compiler 4.0 - Agentic ML Compilers for the Edge

Discover how agentic ML compilers revolutionize edge AI by reasoning about hardware constraints and generating tailored implementations for specific model-hardware pairs.

• YouTube
• 1 hour
• 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

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
• Self-Paced
• Free Video

Democratizing Voice Interfaces - Sparse AI and Low-Code Tools for Edge Deployment

Discover how to build instant, private voice AI systems using sparse models and hybrid edge-cloud architectures that slash latency while maintaining accuracy in real-world conditions.

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

Rethinking Silicon - The New Architecture for Low-Power AI

Discover how revolutionary silicon architectures enable low-power AI through data locality, in-memory operations, and analog hybrid designs for edge intelligence everywhere.

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

Rethinking Silicon - The New Architecture for Low-Power AI

Discover how AI breaks traditional computing assumptions and explore revolutionary silicon architectures that enable low-power edge intelligence through data locality and analog-hybrid designs.

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