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@@ -54,7 +54,7 @@ Discover [Arm's ML ecosystem partners](https://www.arm.com/partners/ai-and-ml) o
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-[CMSIS-NN](https://github.com/ARM-software/CMSIS-NN) - Optimized neural network kernels for Cortex-M processors
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-[TensorFlow Runtime System](https://www.keil.arm.com/packs/tensorflow-lite-micro-tensorflow) - LiteRT software pack with examples and integration support
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-[ML Evaluation Kit (MLEK)](https://www.keil.arm.com/packs/arm-mlek-arm) - Pre-configured ML projects and template applications for microcontroller targets
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-[ML Evaluation Kit (MLEK)](https://www.keil.arm.com/packs/cmsis-mlek-arm) - Pre-configured ML projects and template applications for microcontroller targets
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-[SDS-Framework](https://github.com/ARM-software/SDS-Framework) - Workbench for capturing sensor data, validating ML models, and enabling CI/MLOps workflows
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-[CMSIS-Executorch](https://github.com/Arm-Examples/CMSIS-Executorch) - ExecuTorch integration for Cortex-M and Ethos-U targets
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-[CMSIS-Zephyr-Executorch](https://github.com/Arm-Examples/CMSIS-Zephyr-Executorch) - ExecuTorch integration for Zephyr RTOS applications
- Click on "Most Used Topics" (Desktop Webside only)
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## Featured Examples for Keil MDK
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The examples below are ready-to-run embedded projects for [Keil MDK](https://www.keil.arm.com/) showcasing RTOS, machine learning, functional safety, and CI/CD automation across diverse Arm-based hardware platforms.
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[<imgsrc="IntroVideo.png"alt="Introduction to Keil Studio"width="318"height="205"align="left">](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250715_Introduction_to_Keil_Studio.mp4"Introduction to Keil Studio")
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## RTOS Applications
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###RTOS Applications
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Keil Studio is designed for all types of embedded projects, ranging from bare-metal firmware to complex RTOS-based systems. [**Learn how to choose the right option:**](BareMetal2RTOS.md"Bare-Metal or RTOS") bare-metal, Keil RTX, FreeRTOS, or Zephyr?
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| Example | Hardware | Content |
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|:--------|:---------|:--------|
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|[Hello_World](https://github.com/Arm-Examples/Hello_World)| Various | Setup of [bare-metal or RTOS](BareMetal2RTOS.md"Bare-Metal or RTOS") configuration with [serial I/O retargeting](Serial.md"Serial I/O Messages"); prints "Hello World ..". |
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|[Middleware_USB_FS](https://github.com/Arm-Examples/Middleware_USB_FS)| STM32F7 | MDK-Middleware with USB Device and File System for evaluation kits or custom hardware. Retargeting to a different board only requires a layer with compatible APIs. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250729_Working_with_STM32_devices.mp4). |
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|[AWS_MQTT_Demo](https://github.com/Arm-Examples/AWS_MQTT_Demo)| Various | Connects to AWS MQTT broker using TLS with mutual authentication and demonstrates the MQTT subscribe-publish workflow. |
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|[CMSIS-Zephyr](https://github.com/Arm-Examples/CMSIS-Zephyr)| Various | Zephyr application examples with Keil Studio demonstrate multi-target and debug setup. |
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## Edge AI and Machine Learning
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###Edge AI and Machine Learning
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[<imgsrc="ML_Video.png"alt="Development flow for optimized Edge AI devices"width="318"height="190"align="left">](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250812_Multicore_Alif.mp4?#t=07:22"Development flow for optimized Edge AI devices")
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| Example | Hardware | Content |
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|:--------|:---------|:--------|
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|[CMSIS-MLEK-Examples](https://github.com/Arm-Examples/cmsis-mlek-examples)| Alif Ensemble E7 | Pre-configured machine learning (ML) projects using the ML Embedded Evaluation Kit. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250812_Multicore_Alif.mp4">). |
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|[CMSIS-MLEK-Examples](https://github.com/Arm-Examples/cmsis-mlek-examples)| Alif Ensemble E7 | Pre-configured machine learning (ML) projects using the ML Embedded Evaluation Kit. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250812_Multicore_Alif.mp4). |
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|[SDS-Examples](https://github.com/Arm-Examples/SDS-Examples)| Various | Examples showing the usage of the Synchronous Data Streaming (SDS) Framework. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250916_SDS_Webinar.mp4). |
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|[CMSIS-Executorch](https://github.com/Arm-Examples/CMSIS-Executorch)| Ethos-U | Project template for embedded applications with Arm Ethos-U that use ExecuTorch AI models |
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## Functional Safety (FuSa RTS)
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###Functional Safety (FuSa RTS)
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[<imgsrc="SafetyVideo.png"alt="Software development for safety critical applications"width="318"height="201"align="left">](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250930_FuSa_TRAVEO.mp4?#t=01:35"Software development for safety critical applications")
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|[Safety-Example-Infineon-T2G](https://github.com/Arm-Examples/Safety-Example-Infineon-T2G)| Infineon Traveo T2G (Cortex-M7)|[Fusa RTS](https://developer.arm.com/Tools%20and%20Software/Keil%20MDK/FuSa%20Run-Time%20System) traffic light example, CMSIS-Driver development and verification. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250930_FuSa_TRAVEO.mp4). |
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|[Safety-Example-STM32](https://github.com/Arm-Examples/Safety-Example-STM32)| STM32H5 (Cortex-M33) |[Fusa RTS](https://developer.arm.com/Tools%20and%20Software/Keil%20MDK/FuSa%20Run-Time%20System) traffic light example. [Watch the related webinar](https://armkeil.blob.core.windows.net/developer/Files/videos/KeilStudio/20250930_FuSa_TRAVEO.mp4). |
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## CI/CD Automation (GitHub Actions)
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###CI/CD Automation (GitHub Actions)
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Most of the above example projects include GitHub actions that run automated CI tests. The following projects help to get started with test automation. Read the section **[CI/CD](CICD.md)** to learn more.
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