Arm Learning Paths

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CI-CD

Containers and Virtualization

Embedded Linux

Libraries

Performance and Architecture

RTOS Fundamentals

Security

Virtual Hardware

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Baremetal

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Displaying 83 of 83 filters.

New? Learn the basics of Embedded and Microcontrollers.

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Displaying 70 of 70 learning paths.

Date

| FEATURED

CI-CD

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

15 Apr 2026 10 min

| FEATURED

Build a Privacy-First LLM Smart Home on Raspberry Pi 5

Python - Ollama - FastAPI - Raspberry Pi - Linux

15 Apr 2026 45 min

| FEATURED

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 40 min

EMBEDDED LINUX

Build a Universal Single Board Computer Rack Mount System

Fusion 360 - Linux

15 Apr 2026 2 hrs

Build and run a letter recognition NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Baremetal

15 Apr 2026 1 hr

RTOS FUNDAMENTALS

Build Zephyr projects with Workbench for Zephyr in VS Code

Zephyr - C - RTOS

15 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

Keil MDK - CMSIS-Toolbox - Windows - Linux - macOS

15 Apr 2026 10 min

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

tinyML - Computer Vision - Edge AI - CNN - PyTorch

15 Apr 2026 1 hr

SECURITY

Get started with Trusted Firmware-M

Arm Virtual Hardware - FVP - TrustZone - Trusted Firmware - Baremetal

15 Apr 2026 15 min

SECURITY

Get started with TrustZone on NXP LPCXpresso55S69

TrustZone - Arm Compiler for Embedded - Keil MDK - Baremetal

15 Apr 2026 20 min

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

15 Apr 2026 1 hr 30 min

RTOS FUNDAMENTALS

Run the Zephyr RTOS on Arm Corstone-300

Zephyr - Arm Virtual Hardware - FVP - RTOS

15 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Start Debugging with µVision

Keil MDK - FVP - RTOS - Baremetal

15 Apr 2026 1 hr 30 min

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 2 hrs

PERFORMANCE AND ARCHITECTURE

Add new debug targets to Arm Development Studio

Arm Development Studio - Arm Fast Models - DSTREAM - Baremetal

15 Apr 2026 30 min

Build and run the Arm Machine Learning Evaluation Kit examples

Arm Virtual Hardware - FVP - GCC - Arm Compiler for Embedded - Baremetal

15 Apr 2026 30 min

CONTAINERS AND VIRTUALIZATION

Build embedded Linux applications on an Arm server

Raspberry Pi - MXNet - Linux

15 Apr 2026 1 hr 30 min

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

15 Apr 2026 1 hr

EMBEDDED LINUX

Debug Trusted Firmware-A and the Linux kernel on Arm FVP with Arm Development Studio

Arm Development Studio - C - Assembly - Linux

15 Apr 2026 1 hr

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

15 Apr 2026 2 hrs

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

15 Apr 2026 1 hr 30 min

LIBRARIES

Migrating CMSIS-Packs to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

15 Apr 2026 10 min

LIBRARIES

Migrating Projects to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

15 Apr 2026 10 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

GCC - Arm Compiler for Linux - Docker - Neon - Linux

15 Apr 2026 30 min

Navigate Machine Learning development with Ethos-U processors

FVP - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

15 Apr 2026 10 min

PERFORMANCE AND ARCHITECTURE

Profile the Linux kernel with Arm Streamline

Arm Streamline - Arm Performance Studio - Linux kernel - Performance analysis - Linux

15 Apr 2026 1 hr

Run a local LLM chatbot on a Raspberry Pi 5

LLM - Generative AI - Raspberry Pi - Python - Hugging Face

15 Apr 2026 30 min

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - Generative AI - Raspberry Pi - Hugging Face - ExecuTorch

15 Apr 2026 1 hr

Build and run Arm Total Solutions for IoT

Arm Virtual Hardware - FVP - Arm Compiler for Embedded - Baremetal - RTOS

15 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Get started with Microcontrollers

Baremetal - RTOS

15 Apr 2026 10 min

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

15 Apr 2026 1 hr

Learn how to run AI on Edge devices using Arduino Nano RP2040

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

15 Apr 2026 1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Prepare Docker image for Arm embedded development

Docker - Arm Development Studio - Arm Compiler for Embedded - Arm Fast Models - Baremetal

15 Apr 2026 30 min

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

15 Apr 2026 2 hrs

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

06 Apr 2026 3 hrs

PERFORMANCE AND ARCHITECTURE

Get started with Keil MDK Code Coverage

Keil MDK - FVP - Baremetal - RTOS

01 Apr 2026 15 min

PERFORMANCE AND ARCHITECTURE

Learn about context switching on Arm Cortex-M processors

CMSIS - Arm Development Studio - Baremetal

31 Mar 2026 15 min

LIBRARIES

Getting started with CMSIS-DSP using Python

CMSIS-DSP - Python - C - Jupyter Notebook - NumPy

31 Mar 2026 45 min

RTOS FUNDAMENTALS

Build an RTX5 RTOS application with Keil Studio (VS Code)

Keil RTX RTOS - Keil MDK - Arm Development Studio - RTOS

31 Mar 2026 30 min

RTOS FUNDAMENTALS

Build an RTX5 RTOS application with Keil μVision

Keil RTX RTOS - Keil MDK - Arm Development Studio - RTOS

31 Mar 2026 30 min

CONTAINERS AND VIRTUALIZATION

Deploy firmware on hybrid edge systems using containers

Docker - Arm Virtual Hardware - K3s - Containerd - Linux

31 Mar 2026 20 min

PERFORMANCE AND ARCHITECTURE

Create an Armv8-A embedded application

Arm Development Studio - Arm Compiler for Embedded - Arm Fast Models - Baremetal

31 Mar 2026 1 hr

EMBEDDED LINUX

Deploy IoT applications with Balena Cloud and Arm Virtual Hardware

Arm Virtual Hardware - balenaCloud - Raspberry Pi - BalenaOS - Linux

31 Mar 2026 30 min

VIRTUAL HARDWARE

Implement an example Virtual Peripheral with Arm Virtual Hardware

Arm Virtual Hardware - Baremetal

31 Mar 2026 20 min

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

31 Mar 2026 30 min

CI-CD

Develop for Matter with Arm Virtual Hardware

Matter - Arm Virtual Hardware - GitHub - Linux

31 Mar 2026 1 hr

EMBEDDED LINUX

Deploy IoT applications with AWS IoT Greengrass and Arm Virtual Hardware

Arm Virtual Hardware - AWS IoT Greengrass - Raspberry Pi - Linux

31 Mar 2026 30 min

PERFORMANCE AND ARCHITECTURE

Write Arm Assembler functions

Keil MDK - Baremetal

30 Mar 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Arm Development Studio

Arm Development Studio - Arm Compiler for Embedded - Arm Fast Models - DSTREAM - Baremetal

30 Mar 2026 30 min

RTOS FUNDAMENTALS

Embedded programming with Arduino on the Raspberry Pi Pico

Arduino - Baremetal

30 Mar 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Design an AXI-Lite peripheral to control GPIOs

C - Baremetal

30 Mar 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Build an Embedded Application with Rust and Debug with Arm Development Studio

IP Explorer - Baremetal

27 Mar 2026 1 hr

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

27 Mar 2026 30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

26 Mar 2026 45 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Runbook - Linux

26 Mar 2026 40 min

Deploy an MCP Server on Raspberry Pi 5 for AI Agent Interaction using OpenAI SDK

Python - AI - Raspberry Pi - MCP - Linux

26 Mar 2026 30 min

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

IP Explorer - Baremetal

26 Mar 2026 1 hr

CI-CD

Build a CI/CD pipeline using GitLab-hosted Arm runners

GitLab - Docker - C - Linux

26 Mar 2026 30 min

CI-CD

Build multi-architecture container images with GitHub Arm-hosted runners

GitHub - Docker - Runbook - Linux

26 Mar 2026 30 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

25 Mar 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Runbook - Linux

25 Mar 2026 2 hrs

CONTAINERS AND VIRTUALIZATION

Build multi-architecture container images with Docker Build Cloud

Docker - Linux

25 Mar 2026 30 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

25 Mar 2026 30 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 2

Arm Virtual Hardware - GitHub - Baremetal

25 Mar 2026 30 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 1

Arm Virtual Hardware - GitHub - Baremetal

24 Mar 2026 30 min

VIRTUAL HARDWARE

Get Started with Keil Studio Cloud

Arm Compiler for Embedded - Arm Virtual Hardware - CMSIS - Baremetal - RTOS

23 Mar 2026 30 min

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

20 Mar 2026 2 hrs

Build and run an image classification NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Baremetal

30 Jan 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Raspberry Pi Pico

Raspberry Pi - Baremetal

05 Sep 2025 30 min

EMBEDDED LINUX

Get started with Yocto Linux on Qemu

Yocto Project - QEMU - Linux

05 Sep 2025 1 hr