Arm Learning Paths

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Linux

18 Jul 2024 1 hr

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

18 Jul 2024 1 hr

PERFORMANCE AND ARCHITECTURE

Debug with MTE on Google Pixel 8

Android Studio - Memory Tagging Extension - Android

10 Jul 2024 20 min

PERFORMANCE AND ARCHITECTURE

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

C++ - GCC - Clang - CMake - GoogleTest

08 Jul 2024 2 hrs

GRAPHICS

Create Computer Vision Applications with OpenCV on Android Devices

Android - Android Studio - Kotlin - Java - Windows

08 Jul 2024 30 min

SECURITY

Build and run Arm Trusted Firmware examples on Corstone-1000

Trusted Firmware - Fixed Virtual Platform - GCC - Linux

08 Jul 2024 2 hrs

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

Neon - SVE - Coding - Intrinsics - Linux

05 Jul 2024 30 min

GAMING

Using Unity's Machine Learning Agents on Arm

Unity - Android

04 Jul 2024 1 hr

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

04 Jul 2024 1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

Coding - Trusted Firmware - Arm Development Studio - Linux - Android

04 Jul 2024 30 min

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Coding - Linux

04 Jul 2024 45 min

ML

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

Mobile - Java - C++ - Python - macOS

02 Jul 2024 1 hr

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - VS Code - Coding - Windows

02 Jul 2024 1 hr

PERFORMANCE AND ARCHITECTURE

Create an Armv8-A embedded application

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

01 Jul 2024 1 hr

PERFORMANCE AND ARCHITECTURE

Design an AXI-Lite peripheral to control GPIOs

FPGA - Baremetal

28 Jun 2024 1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Arm Development Studio

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

27 Jun 2024 30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

27 Jun 2024 30 min

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

Coding - IP Explorer - Baremetal

26 Jun 2024 1 hr

EMBEDDED LINUX

Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware

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

25 Jun 2024 30 min

PERFORMANCE AND ARCHITECTURE

Learn about the Arm Memory Tagging Extension

QEMU - Linux

20 Jun 2024 20 min

EMBEDDED LINUX

Get started with Yocto Linux on Qemu

Yocto Linux - QEMU - Linux

20 Jun 2024 1 hr

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

07 Jun 2024 30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

07 Jun 2024 30 min

PERFORMANCE AND ARCHITECTURE

Add new debug targets to Arm Development Studio

Arm Development Studio - Arm Fast Models - DSTREAM - Baremetal

07 Jun 2024 30 min

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

06 Jun 2024 45 min

PERFORMANCE AND ARCHITECTURE

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

Coding - IP Explorer - Baremetal

29 May 2024 1 hr

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Linux

22 May 2024 10 min

CI-CD

Deploy GitHub Actions workflows using Windows Sandbox

.NET - Visual Studio - Windows Sandbox - Windows

21 May 2024 20 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

20 May 2024 30 min

MIGRATION TO ARM

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

.NET - Visual Studio Code - Linux

17 May 2024 20 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

16 May 2024 30 min

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

16 May 2024 2 hrs

PERFORMANCE AND ARCHITECTURE

Get started with Arm Performance Studio for mobile

Arm Performance Studio - Arm Mobile Studio - Coding - Android

15 May 2024 1 hr

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

15 May 2024 45 min

MIGRATION TO ARM

Port Applications to Arm64 using Arm64EC

C/C++ - Qt - Windows

08 May 2024 1 hr 30 min

MIGRATION TO ARM

Build a Windows on Arm native application with .NET

.NET - Visual Studio - Windows

25 Apr 2024 20 min

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

24 Apr 2024 1 hr

MIGRATION TO ARM

How to port the Win32 library to Arm64

C/C++ - Windows

11 Apr 2024 1 hr 30 min

MIGRATION TO ARM

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

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

10 Apr 2024 30 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

27 Mar 2024 20 min

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C - Coding

22 Mar 2024 2 hrs

MIGRATION TO ARM

Build .NET MAUI Applications on Arm64

.NET - C# - Visual Studio - Windows

22 Mar 2024 30 min

PERFORMANCE AND ARCHITECTURE

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

Android Studio - Coding - Android

15 Mar 2024 40 min

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

13 Mar 2024 15 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

06 Mar 2024 30 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm hardware

Android

05 Mar 2024 5 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Coding - Linux

01 Mar 2024 45 min

MIGRATION TO ARM

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

WSL - VS Code - Windows - Linux

23 Feb 2024 1 hr 30 min

MIGRATION TO ARM

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

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

22 Feb 2024 30 min

MIGRATION TO ARM

Develop Windows applications with WinUI3 on Windows on Arm

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

22 Feb 2024 30 min

PERFORMANCE AND ARCHITECTURE

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

Docker - Remote.It - Supervisor - Linux

08 Feb 2024 1 hr

MIGRATION TO ARM

Develop desktop applications with Chromium Embedded Framework on Windows on Arm

C++ - CMake - HTML - JavaScript - CSS

05 Feb 2024 30 min

MIGRATION TO ARM

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

JavaScript - HTML - Visual Studio Code - Windows

05 Feb 2024 30 min

MIGRATION TO ARM

Develop desktop applications with Windows Forms on Windows on Arm

Windows Forms - C# - .NET - Windows

05 Feb 2024 30 min

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Coding - Linux

29 Jan 2024 45 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Coding - Linux

28 Jan 2024 40 min

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

17 Jan 2024 30 min

MIGRATION TO ARM

Build and run a native Windows on Arm Qt application

C/C++ - Qt - Windows

10 Jan 2024 20 min

PERFORMANCE AND ARCHITECTURE

Memory Tagging Extension on Google Pixel 8

Memory Bug Report - Android

08 Jan 2024 10 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

15 Dec 2023 1 hr

CONTAINERS AND VIRTUALIZATION

Prepare Docker image for Arm embedded development

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

14 Dec 2023 30 min

PERFORMANCE AND ARCHITECTURE

Learn how to optimize an application with BOLT

BOLT - perf - Linux

13 Dec 2023 30 min

MIGRATION TO ARM

Benchmarking .NET 8 applications on Windows on Arm

.NET - Visual Studio - Visual Studio Code - Windows

12 Dec 2023 20 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

30 Nov 2023 30 min

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Coding - Linux

27 Nov 2023 2 hrs

EMBEDDED LINUX

Deploy IoT apps using Balena Cloud and Arm Virtual Hardware

Arm Virtual Hardware - Balena Cloud - Raspberry Pi - Balena OS - Linux

11 Jul 2023 30 min

EMBEDDED LINUX

Build a Universal Single Board Computer Rack Mount System

Slicing software - Fusion 360 - Linux

06 Jul 2023 2 hrs

PERFORMANCE AND ARCHITECTURE

Query Arm GPU configuration information

NDK - adb - Android

14 Jun 2023 10 min

PERFORMANCE AND ARCHITECTURE

Get started with Neon Intrinsics on Android

Android Studio - Coding - Android

13 Jun 2023 40 min

CI-CD

Develop for Matter with Arm Virtual Hardware

Matter - Arm Virtual Hardware - GitHub - Linux

25 May 2023 1 hr

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Coding - Arm64EC - Visual Studio - Windows

25 May 2023 20 min

PERFORMANCE AND ARCHITECTURE

Get started with Embedded Systems

System Ready - Linux

25 May 2023 10 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

25 May 2023 30 min

MIGRATION TO ARM

Create Linux virtual machines with Hyper-V

Hyper-V - Windows - Linux

25 May 2023 1 hr

Tag: Cortex-A

Filter

Accelerate Generative AI workloads using KleidiAI

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Debug with MTE on Google Pixel 8

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

Create Computer Vision Applications with OpenCV on Android Devices

Build and run Arm Trusted Firmware examples on Corstone-1000

Porting architecture specific intrinsics

Using Unity's Machine Learning Agents on Arm

Get started with the Raspberry Pi 4

Get started with Realm Management Extension (RME)

Use the Eigen Linear Algebra Library on Arm

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

Build a Windows on Arm native application with clang

Create an Armv8-A embedded application

Design an AXI-Lite peripheral to control GPIOs

Get started with Arm Development Studio

Detect faces with OpenCV on Android Devices

Custom software for simulation with IP Explorer

Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware

Learn about the Arm Memory Tagging Extension

Get started with Yocto Linux on Qemu

Build native Windows on Arm applications with Python

Port Code to Arm Scalable Vector Extension (SVE)

Add new debug targets to Arm Development Studio

Use AWS Lambda for IoT applications running on Arm64

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

Get ready for performance analysis with Sysreport

Deploy GitHub Actions workflows using Windows Sandbox

Use Amazon DynamoDB for your IoT applications running on Arm64

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

Run a local LLM chatbot on a Raspberry Pi 5

Create IoT applications with Windows on Arm and AWS IoT Core

Get started with Arm Performance Studio for mobile

Access remote devices with Remote.It

Port Applications to Arm64 using Arm64EC

Build a Windows on Arm native application with .NET

Create a ChatGPT voice bot on a Raspberry Pi

How to port the Win32 library to Arm64

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

Install and Use Arm integration packages for Unity

Adding Memory Tagging to a Dynamic Memory Allocator

Build .NET MAUI Applications on Arm64

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

Get started with WindowsPerf

Learn how to use Docker

Get started with Arm hardware

Optimize SIMD code with vectorization-friendly data layout

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

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

Develop Windows applications with WinUI3 on Windows on Arm

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

Develop desktop applications with Chromium Embedded Framework on Windows on Arm

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

Develop desktop applications with Windows Forms on Windows on Arm

Learn about Autovectorization

Memory latency for application software developers

Run ASP.NET Core Web Server on Arm64

Build and run a native Windows on Arm Qt application

Memory Tagging Extension on Google Pixel 8

Get started with object detection using a Jetson Orin Nano

Prepare Docker image for Arm embedded development

Learn how to optimize an application with BOLT

Benchmarking .NET 8 applications on Windows on Arm

Sampling CPython with WindowsPerf

Write a Dynamic Memory Allocator

Deploy IoT apps using Balena Cloud and Arm Virtual Hardware

Build a Universal Single Board Computer Rack Mount System

Query Arm GPU configuration information

Get started with Neon Intrinsics on Android

Develop for Matter with Arm Virtual Hardware

Use Arm64EC with Windows 11 on Arm

Get started with Embedded Systems

Migrating x86_64 workloads to aarch64

Create Linux virtual machines with Hyper-V