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Displaying 117 of 117 learning paths.
Date

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  17 Sep 2025        40 min

ML

Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

  17 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Understand floating-point behavior across x86 and Arm architectures

C++ - Linux

  12 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

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

C++ - Docker - Linux - macOS

  12 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

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

FVP - RME - CCA - Docker - Veraison

  09 Sep 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Runbook - Linux

  05 Sep 2025        2 hrs

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  05 Sep 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Arm64EC - Visual Studio - Windows

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Run Process watch on your Arm machine

bpftool - libbpf - Capstone - C - C++

  05 Sep 2025        20 min

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - C++ - Python - Git - CMake

  05 Sep 2025        1 hr

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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

  05 Sep 2025        1 hr

ML

Run a local LLM chatbot on a Raspberry Pi 5

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

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Query Arm GPU configuration information

Android NDK - adb - Android

  05 Sep 2025        15 min

CONTAINERS AND VIRTUALIZATION

Prepare Docker image for Arm embedded development

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

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

NEON - SVE - Intrinsics - Runbook - Linux

  05 Sep 2025        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - NEON - armie - GCC - armclang

  05 Sep 2025        30 min

MIGRATION TO ARM

Port Applications to Arm64 using Arm64EC

C - C++ - Qt - Windows

  05 Sep 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

GCC - Arm Compiler for Linux - Docker - NEON - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Memory Tagging Extension on Google Pixel 8

MTE - adb - Google Pixel 8 - Android

  05 Sep 2025        10 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Runbook - Linux

  05 Sep 2025        40 min

PERFORMANCE AND ARCHITECTURE

Learn how to write SIMD code on Arm using Rust

GCC - Clang - Rust - Runbook - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

Assembly - llvm-mca - Runbook - Linux - Windows

  05 Sep 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - C++ - Runbook - Linux - Android

  05 Sep 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

MIGRATION TO ARM

How to port the Win32 library to Arm64

C - C++ - Windows

  05 Sep 2025        1 hr 30 min

EMBEDDED LINUX

Get started with Yocto Linux on Qemu

Yocto Project - QEMU - Linux

  05 Sep 2025        1 hr

MIGRATION TO ARM

Get started with Windows Subsystem for Linux (WSL) on Arm

WSL - Visual Studio Code - Windows - Linux

  05 Sep 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Get started with Scalable Vector Extension 2 (SVE2) on Android

Android Studio - Android

  05 Sep 2025        40 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

Trusted Firmware - Arm Development Studio - RME - CCA - Runbook

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm Performance Studio

Arm Performance Studio - Arm Mobile Studio - Android

  05 Sep 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Arm Development Studio

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

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

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

C++ - GCC - Clang - CMake - Google Test

  05 Sep 2025        2 hrs

EMBEDDED LINUX

Deploy IoT apps using Balena Cloud and Arm Virtual Hardware

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

  05 Sep 2025        30 min

CONTAINERS AND VIRTUALIZATION

Deploy firmware on hybrid edge systems using containers

Docker - Arm Virtual Hardware - K3s - Containerd - Linux

  05 Sep 2025        20 min

PERFORMANCE AND ARCHITECTURE

Debug with MTE on Google Pixel 8

Android Studio - MTE - Android

  05 Sep 2025        20 min

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

IP Explorer - Baremetal

  05 Sep 2025        1 hr

ML

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

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

  05 Sep 2025        2 hrs 40 min

PERFORMANCE AND ARCHITECTURE

Create an Armv8-A embedded application

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

  05 Sep 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

  05 Sep 2025        3 hrs

MIGRATION TO ARM

Build and run a native Windows on Arm Qt application

C - C++ - Qt - Windows

  05 Sep 2025        20 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - C++ - Python - macOS

  05 Sep 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Build and deploy multi-node Zenoh systems on Raspberry Pi

ROS 2 - C - Raspberry Pi - Zenoh - Rust

  05 Sep 2025        45 min

PERFORMANCE AND ARCHITECTURE

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

IP Explorer - Baremetal

  05 Sep 2025        1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Hugging Face

  05 Sep 2025        1 hr

ML

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

Java - C++ - Python - Hugging Face - macOS

  05 Sep 2025        1 hr

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - Visual Studio Code - Windows

  05 Sep 2025        1 hr

EMBEDDED LINUX

Build a Universal Single Board Computer Rack Mount System

Fusion 360 - Linux

  05 Sep 2025        2 hrs

ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

  05 Sep 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C

  05 Sep 2025        2 hrs

ML

Accelerate Generative AI workloads using KleidiAI

C++ - Generative AI - NEON - Runbook - Linux

  05 Sep 2025        1 hr

MIGRATION TO ARM

Use Self-Hosted Arm64-based runners in GitHub Actions for CI/CD

.NET - Visual Studio Code - Linux

  03 Sep 2025        20 min

ML

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

Python - Ollama - gpiozero - lgpio - FastAPI

  19 Aug 2025        45 min

CONTAINERS AND VIRTUALIZATION

Install Ubuntu on ChromeOS Crostini as an LXC container

Ubuntu - ChromeOS

  19 Aug 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Explore secure device attach in Arm CCA Realms

CCA - RME - Docker - Linux - macOS

  15 Aug 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Profile Android game performance in Godot with Arm Performance Studio

Godot - Arm Performance Studio - Windows - macOS - Linux

  28 Jul 2025        15 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

C++ - Python - Hugging Face - Linux - Android

  21 Jul 2025        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - LLVM - Linux

  21 Jul 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Get Started with CCA Attestation and Veraison

CCA - RME - Runbook - Linux

  21 Jul 2025        30 min

PERFORMANCE AND ARCHITECTURE

Optimize Arm applications and shared libraries with BOLT

BOLT - perf - Runbook - Linux

  10 Jul 2025        30 min

EMBEDDED LINUX

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

Arm Development Studio - C - Assembly - Linux

  24 Jun 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn how to optimize an application with BOLT

BOLT - perf - Runbook - Linux

  20 Jun 2025        30 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

  09 Jun 2025        45 min

ML

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

Python - AI - Raspberry Pi - MCP - Linux

  02 Jun 2025        30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

  02 Jun 2025        1 hr

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  02 Jun 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Build a CCA Attestation Service on AWS with Veraison

CCA - RME - Runbook - Linux

  21 May 2025        1 hr 30 min

LIBRARIES

Getting started with CMSIS-DSP using Python

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

  09 May 2025        45 min

PERFORMANCE AND ARCHITECTURE

Accelerate Voice Assistant performance with KleidiAI and SME2

Java - Kotlin - Linux - macOS - Android

  09 May 2025        30 min

CI-CD

Automate Windows on Arm Builds with GitHub Arm-hosted Runners

GitHub - Visual Studio - MSBuild - Arm Performance Libraries - Windows

  02 May 2025        20 min

GRAPHICS

Accelerate an OpenCV-based Android Application with KleidiCV

Android - Android Studio - Kotlin - Java

  02 May 2025        45 min

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  02 May 2025        30 min

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

  02 May 2025        30 min

MIGRATION TO ARM

Integrate AWS Lambda with DynamoDB for IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  02 May 2025        45 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

  02 May 2025        20 min

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

  02 May 2025        1 hr 30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Design an AXI-Lite peripheral to control GPIOs

FPGA - Baremetal

  02 May 2025        1 hr

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  02 May 2025        2 hrs

GRAPHICS

Create Computer Vision Applications with OpenCV on Android Devices

Android - Android Studio - Kotlin - Java - Windows

  02 May 2025        30 min

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  02 May 2025        30 min

MIGRATION TO ARM

Benchmarking .NET 8 applications on Windows on Arm

.NET - Visual Studio - Visual Studio Code - Windows

  02 May 2025        20 min

PERFORMANCE AND ARCHITECTURE

Write NEON intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  29 Apr 2025        45 min

MIGRATION TO ARM

Optimize Windows applications using Arm Performance Libraries

Visual Studio - C# - .NET - Arm Performance Libraries - Windows

  24 Apr 2025        1 hr

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  23 Apr 2025        45 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop Windows applications with WinUI3 on Windows on Arm

WinUI 3 - C# - .NET - Visual Studio - Windows

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop desktop applications with Windows Forms on Windows on Arm

Windows Forms - C# - .NET - Windows

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop desktop applications with Chromium Embedded Framework on Windows on Arm

C++ - CMake - HTML - JavaScript - CSS

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop cross-platform desktop applications with Electron on Windows on Arm

JavaScript - HTML - Visual Studio Code - Windows

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop cross-platform applications with Xamarin Forms on Windows on Arm

Xamarin Forms - C# - .NET - Visual Studio - Windows

  23 Apr 2025        30 min

MIGRATION TO ARM

Develop applications with Windows Presentation Foundation (WPF) on Windows on Arm

Windows Presentation Foundation - C# - .NET - Visual Studio - Windows

  23 Apr 2025        30 min

GAMING

Using Unity's Machine Learning Agents on Arm

Unity - Android

  23 Apr 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Boost C++ performance by optimizing loops with boundary information

C++ - Runbook - Linux

  21 Apr 2025        15 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  02 Apr 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn how to use the Visual Studio extension for WindowsPerf

WindowsPerf - perf - Visual Studio - Windows

  27 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  19 Feb 2025        10 min

PERFORMANCE AND ARCHITECTURE

Access running containers using Supervisor, SSH, and Remote.It

Docker - Remote.It - Supervisor - Linux

  18 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  05 Feb 2025        30 min

LIBRARIES

Run the AV1 and VP9 codecs on Arm Linux

Linux

  05 Feb 2025        30 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about the Arm Memory Tagging Extension

QEMU - Linux

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Get started with the Windows Performance Analyzer (WPA) plugin for WindowsPerf

WindowsPerf - perf - Windows Performance Analyzer - Windows

  05 Feb 2025        15 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm hardware

Android

  05 Feb 2025        5 min

CI-CD

Develop for Matter with Arm Virtual Hardware

Matter - Arm Virtual Hardware - GitHub - Linux

  05 Feb 2025        1 hr

EMBEDDED LINUX

Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware

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

  05 Feb 2025        30 min

CI-CD

Deploy GitHub Actions workflows using Windows Sandbox

.NET - Visual Studio - Windows Sandbox - Windows

  05 Feb 2025        20 min

MIGRATION TO ARM

Create OpenCV applications on Windows on Arm

Visual Studio - Clang - OpenCV - C++ - Windows

  05 Feb 2025        1 hr 30 min

MIGRATION TO ARM

Create Linux virtual machines with Hyper-V

Hyper-V - Windows - Linux

  05 Feb 2025        1 hr

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  05 Feb 2025        1 hr

MIGRATION TO ARM

Build a Windows on Arm native application with .NET

.NET - Visual Studio - Windows

  05 Feb 2025        20 min

MIGRATION TO ARM

Build .NET MAUI Applications on Arm64

.NET - C# - Visual Studio - Windows

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Add new debug targets to Arm Development Studio

Arm Development Studio - Arm Fast Models - DSTREAM - Baremetal

  05 Feb 2025        30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  05 Feb 2025        45 min