Edge AI enables fast, private, and reliable on-device intelligence without depending on cloud connectivity. At the same time, embedded teams need a straightforward path for ML model development and integration in embedded applications. In this webinar, Arm and ModelNova demonstrate how Fusion Studio integrates with Keil MDK to streamline edge AI workflows on Arm Cortex-M and Arm Ethos-U. You’ll learn:What an MLOps system is?How to move from captured training data to an optimized ML modelHow to understand and validate model KPIsHow to validate ML models with SDS and SystemView

Using DevOps in embedded projects helps you move faster and reduce risk—especially once your system grows. In this webinar, you’ll learn:Why test automation is critical for successTypes of testing, including build test, simulation, and hardware-in-the-loopI/O simulation with I/O abstractionRegression tests for DSP and ML algorithms

Stay up to date with the latest enhancements in Keil MDK. In this webinar, you’ll learn how to:Set up the tool environment and solve potential issuesUse software packs to add new features to your application projectUse serial I/O using Telnet Service with Semihosting and RTTWork with Zephyr applicationsUse Live Views, Peripheral Views, and software analysis with Segger SystemViewhttps://developer.arm.com/embedded-and-microcontrollers/arm-keil-mdk

Webinar DescriptionThis webinar provides a comprehensive overview of Arm compilers and toolchains for embedded development, highlighting their evolution, capabilities, and suitability for modern projects. Participants will gain insight into the differences between Arm Compiler versions (AC5, AC6) and the new Arm Toolchain for Embedded Professional (ATfEP), including functional safety options, optimization focuses, RTOS support, and GCC compatibility. The session will also cover migration considerations, licensing models, and best practices for selecting the right compiler for existing and new projects.Whether you are working on Cortex-M microcontrollers, Cortex-A processors, or Neoverse platforms, this webinar will equip you with the knowledge to make informed decisions for your embedded development workflow.Webinar AgendaIntroductionCompiler Comparison SummaryArm Compiler EvolutionDeep Dive: Arm Compiler AC5Deep Dive: Arm Compiler AC6Arm Toolchain for Embedded Professional (ATfEP)Functional Safety Compilers (FuSa)Migration ConsiderationsLicensing and AvailabilityQ&A / Closing Remarks