Completed
0:00 - Session Introduction and Welcome to BRK329: Deploying Local AI Models with Windows ML
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Deploy Local AI Models in Enterprise with Windows ML
Automatically move to the next video in the Classroom when playback concludes
- 1 0:00 - Session Introduction and Welcome to BRK329: Deploying Local AI Models with Windows ML
- 2 00:02:35 - Why Local AI Matters – Privacy, Security, and Performance Benefits
- 3 00:12:19 - Registering Execution Providers with ONNX Runtime
- 4 00:12:33 - Selecting QNN NPU Execution Provider
- 5 00:14:05 - Debugging Execution Provider Registration and Device Readiness
- 6 00:23:50 - Encoding Prompts and Setting Up Local Model Generator
- 7 00:25:01 - Live GPU Image Generation Demo Using Windows ML
- 8 00:34:16 - Developers can focus on app logic while Windows ML abstracts model-to-hardware operations
- 9 00:38:44 - CPU-based inference comparison and lightweight deployment flexibility
