Arm Learning Paths

Filter

Build a Sentiment-Aware Voice Assistant with On-Device LLMs

Python - Transformers - ONNX Runtime - llama.cpp - Gradio

25 Apr 2026 1 hr 30 min

LIBRARIES

Device-to-Device communication with Device Connect

Python - Linux - macOS - Windows

24 Apr 2026 25 min

PERFORMANCE AND ARCHITECTURE

Run Confidential Containers with encrypted images using Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

19 Apr 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Run an end-to-end attestation flow with Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

19 Apr 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Optimize exponential functions with FEXPA

C - CPP - Linux - macOS

19 Apr 2026 15 min

PERFORMANCE AND ARCHITECTURE

Explore secure device attach in Arm CCA Realms

CCA - RME - Docker - Linux - macOS

19 Apr 2026 1 hr 30 min

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

15 Apr 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Optimize graphics performance using Frame Advisor render graphs

OpenGL ES - Vulkan - Linux - Windows - macOS

15 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

15 Apr 2026 20 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

15 Apr 2026 45 min

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

15 Apr 2026 30 min

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

15 Apr 2026 4 hrs

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

15 Apr 2026 1 hr 30 min

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Java - CPP - Python - Hugging Face - ExecuTorch

15 Apr 2026 1 hr

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

15 Apr 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Accelerate multimodal Voice Assistant performance with KleidiAI and SME2

Java - Kotlin - CPP - SME2 - Android

15 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Denoising, Background Blur and Low-Light Camera Effects with SME2

CPP - Docker - SME2 - Linux - macOS

15 Apr 2026 30 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

15 Apr 2026 45 min

PERFORMANCE AND ARCHITECTURE

Build and test KleidiCV on macOS

KleidiCV - C - macOS

15 Apr 2026 30 min

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 2 hrs

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

15 Apr 2026 1 hr 30 min

CI-CD

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

15 Apr 2026 10 min

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

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

15 Apr 2026 10 min

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

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

15 Apr 2026 2 hrs

PERFORMANCE AND ARCHITECTURE

Learn SVE and SME programming with SIMD Loops

C - CPP - GCC - Clang - SME2

13 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - LLVM - SME2 - Linux

13 Apr 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

06 Apr 2026 3 hrs

LIBRARIES

Getting started with CMSIS-DSP using Python

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

31 Mar 2026 45 min

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

27 Mar 2026 1 hr 30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

26 Mar 2026 45 min

Create and train a PyTorch model for digit classification using the MNIST dataset

Android Studio - Visual Studio Code - Windows - Linux - macOS

26 Mar 2026 2 hrs 40 min

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

Assembly - llvm-mca - Runbook - Linux - Windows

26 Mar 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Develop a native C++ library on an Arm-based machine

CPP - GCC - Clang - CMake - Google Test

26 Mar 2026 2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

25 Mar 2026 1 hr

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

24 Mar 2026 1 hr

CONTAINERS AND VIRTUALIZATION

Automate x86 to Arm Migration with Docker MCP Toolkit, VS Code and GitHub Copilot

Docker - MCP - GitHub Copilot - C++ - VS Code

18 Mar 2026 45 min

WEB

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

20 Feb 2026 30 min

WEB

Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

20 Feb 2026 1 hr

CONTAINERS AND VIRTUALIZATION

Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image

LLM - Ollama - Generative AI - Linux - macOS

20 Feb 2026 30 min

PERFORMANCE AND ARCHITECTURE

Profile Android game performance in Godot with Arm Performance Studio

Godot - Arm Performance Studio - Windows - macOS - Linux

01 Oct 2025 15 min

Tag: MacOS

Filter

Build a Sentiment-Aware Voice Assistant with On-Device LLMs

Device-to-Device communication with Device Connect

Run Confidential Containers with encrypted images using Arm CCA and Trustee

Run an end-to-end attestation flow with Arm CCA and Trustee

Optimize exponential functions with FEXPA

Explore secure device attach in Arm CCA Realms

Quantize neural upscaling models with ExecuTorch

Optimize graphics performance using Frame Advisor render graphs

Install and Use Arm integration packages for Unity

Generate audio with Stable Audio Open Small using ExecuTorch

Detect faces with OpenCV on Android Devices

Deploy optimized ML models with ONNX Runtime on Arm platforms

Build and profile a simple WebGPU Android Application

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Build a customer support chatbot on Android with Llama and ExecuTorch

Accelerate multimodal Voice Assistant performance with KleidiAI and SME2

Accelerate Denoising, Background Blur and Low-Light Camera Effects with SME2

Run AI models with Docker Model Runner

Build and test KleidiCV on macOS

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Run a Computer Vision Model on a Himax Microcontroller

Install tools on the command line using vcpkg

Convert uvprojx-based projects to csolution

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

Use Linux on the NXP FRDM i.MX 93 board

Learn SVE and SME programming with SIMD Loops

Accelerate Matrix Multiplication Performance with SME2

Build IoT Solutions in Azure for Arm Devices

Getting started with CMSIS-DSP using Python

Profile ExecuTorch models with SME2 on Arm

Access remote devices with Remote.It

Create and train a PyTorch model for digit classification using the MNIST dataset

Learn about LLVM Machine Code Analyzer

Develop a native C++ library on an Arm-based machine

Learn about function multiversioning

Automate MCP server testing using Pytest and Testcontainers

Automate x86 to Arm Migration with Docker MCP Toolkit, VS Code and GitHub Copilot

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework

Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image

Profile Android game performance in Godot with Arm Performance Studio