Session 3: Developing with AI assistance...

From Copilot-assisted development to CMSIS support for ML and Hardware acceleration

...and Edge Machine Learning with MDK v6

Edge AI is moving from demos to production — and that means embedded teams need workflows for performance, testing, and maintainability (not just model conversion).
This webinar focuses on building, optimizing, testing, and deploying ML workloads on Cortex-M using MDK-6 and CMSIS.

What we’ll cover:

AI-enabled development:
- Copilot
- AI Agent workflows
Practical ML enablement:
- SDS Framework
- CMSIS-DSP & CMSIS Stream
- CMSIS-NN
ML algorithm design:
- Jupiter Books and Tensor Flow Lite
- VS Code Google Colab extension
Testing & scale-out validation:
- Testing ML pipelines with Arm Virtual Hardware (AVH)
Hardware Acceleration:
- Helium Cortex-M Vector Extension
- Ethos Neural Processing Unit
- Cortex-M85 + Ethos-U85

Who should attend: embedded ML developers, embedded software engineers, firmware tech leads, systems engineers.

Webinar at a glance:

Title/topic: Developing with AI assistance & Edge Machine Learning with MDK-6
Speaker: Trevor Martin, Arm Cortex expert (Hitex UK)
Date: February 25, 2026
Time: 11:00 a.m. CET
Cost: Free webinar, registration required!

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