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Displaying 96 of 96 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Explore floating-point differences between x86 and Arm

C++ - Linux

  04 Apr 2025        30 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Linux

  02 Apr 2025        1 hr

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  02 Apr 2025        1 hr

ML

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

Mobile - Java - C++ - Python - macOS

  02 Apr 2025        1 hr

ML

Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

  28 Mar 2025        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - Linux - macOS

  24 Mar 2025        30 min

PERFORMANCE AND ARCHITECTURE

Run Process watch on your Arm machine

bpftool - libbpf - Capstone - C/C++ - Runbook

  18 Mar 2025        20 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C/C++ - Runbook - Linux - Android - macOS

  18 Mar 2025        1 hr

ML

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

Android Studio - Coding - VS Code - Windows - Linux

  17 Mar 2025        2 hrs 40 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm Performance Studio for mobile

Arm Performance Studio - Arm Mobile Studio - Coding - Android

  10 Mar 2025        1 hr

PERFORMANCE AND ARCHITECTURE

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

C++ - GCC - Clang - CMake - GoogleTest

  05 Mar 2025        2 hrs

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - Fixed Virtual Platform - Python - PyTorch - ExecuTorch

  27 Feb 2025        40 min

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

Write a Dynamic Memory Allocator

C - Coding - Runbook - Linux

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

Neon - SVE - Coding - Intrinsics - Runbook

  19 Feb 2025        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        40 min

PERFORMANCE AND ARCHITECTURE

Learn how to write SIMD code on Arm using Rust

GCC - Clang - Coding - Rust - Runbook

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn how to optimize an application with BOLT

BOLT - perf - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

assembly - llvm-mca - Runbook - Linux - Windows

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get Started with CCA Attestation and Veraison

CCA - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  19 Feb 2025        10 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Runbook

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

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

Docker - Remote.It - Supervisor - Linux

  18 Feb 2025        1 hr

GRAPHICS

Accelerate an OpenCV-based Android Application with KleidiCV

Android - Android Studio - Kotlin - Java

  14 Feb 2025        45 min

GAMING

Using Unity's Machine Learning Agents on Arm

Unity - Android

  05 Feb 2025        1 hr

MIGRATION TO ARM

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

.NET - Visual Studio Code - Linux

  05 Feb 2025        20 min

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  05 Feb 2025        45 min

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Coding - Arm64EC - Visual Studio - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  05 Feb 2025        30 min

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

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

  05 Feb 2025        30 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Query Arm GPU configuration information

NDK - adb - Android

  05 Feb 2025        15 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Android - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Prepare Docker image for Arm embedded development

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

  05 Feb 2025        30 min

MIGRATION TO ARM

Port Applications to Arm64 using Arm64EC

C/C++ - Qt - Windows

  05 Feb 2025        1 hr 30 min

MIGRATION TO ARM

Optimize Windows applications using Arm Performance Libraries

Visual Studio - C# - .NET - Windows

  05 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Memory Tagging Extension on Google Pixel 8

Memory Bug Report - Android

  05 Feb 2025        10 min

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  05 Feb 2025        1 hr

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

MIGRATION TO ARM

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

Node.js - Visual Studio Code - Windows

  05 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

  05 Feb 2025        20 min

MIGRATION TO ARM

How to port the Win32 library to Arm64

C/C++ - Windows

  05 Feb 2025        1 hr 30 min

EMBEDDED LINUX

Get started with Yocto Linux on Qemu

Yocto Linux - QEMU - Linux

  05 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

  05 Feb 2025        20 min

MIGRATION TO ARM

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

WSL - VS Code - Windows - Linux

  05 Feb 2025        1 hr 30 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

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

  05 Feb 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

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

Android Studio - Coding - Android

  05 Feb 2025        40 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm hardware

Android

  05 Feb 2025        5 min

PERFORMANCE AND ARCHITECTURE

Get started with Arm Development Studio

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

  05 Feb 2025        30 min

MIGRATION TO ARM

Develop Windows applications with WinUI3 on Windows on Arm

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

  05 Feb 2025        30 min

CI-CD

Develop for Matter with Arm Virtual Hardware

Matter - Arm Virtual Hardware - GitHub - Linux

  05 Feb 2025        1 hr

MIGRATION TO ARM

Develop desktop applications with Windows Forms on Windows on Arm

Windows Forms - C# - .NET - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

Develop desktop applications with Chromium Embedded Framework on Windows on Arm

C++ - CMake - HTML - JavaScript - CSS

  05 Feb 2025        30 min

MIGRATION TO ARM

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

JavaScript - HTML - Visual Studio Code - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

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

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

  05 Feb 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

  05 Feb 2025        30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Design an AXI-Lite peripheral to control GPIOs

FPGA - Baremetal

  05 Feb 2025        1 hr

EMBEDDED LINUX

Deploy IoT apps using Balena Cloud and Arm Virtual Hardware

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

  05 Feb 2025        30 min

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

CONTAINERS AND VIRTUALIZATION

Deploy firmware on hybrid edge systems using containers

Docker - AVH - K3s - Containerd - Linux

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Debug with MTE on Google Pixel 8

Android Studio - Memory Tagging Extension - Android

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

Coding - IP Explorer - Baremetal

  05 Feb 2025        1 hr

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

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  05 Feb 2025        2 hrs

GRAPHICS

Create Computer Vision Applications with OpenCV on Android Devices

Android - Android Studio - Kotlin - Java - Windows

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Create an Armv8-A embedded application

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

  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 native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

Build and run a native Windows on Arm Qt application

C/C++ - Qt - Windows

  05 Feb 2025        20 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  05 Feb 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

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

Coding - IP Explorer - Baremetal

  05 Feb 2025        1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Mobile

  05 Feb 2025        1 hr

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - VS Code - Coding - Windows

  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

EMBEDDED LINUX

Build a Universal Single Board Computer Rack Mount System

Slicing software - Fusion 360 - Linux

  05 Feb 2025        2 hrs

ML

Build a Hands-Free Selfie Android Application with MediaPipe

mobile - Android Studio - Kotlin - MediaPipe - Android

  05 Feb 2025        2 hrs

MIGRATION TO ARM

Build .NET MAUI Applications on Arm64

.NET - C# - Visual Studio - Windows

  05 Feb 2025        30 min

MIGRATION TO ARM

Benchmarking .NET 8 applications on Windows on Arm

.NET - Visual Studio - Visual Studio Code - Windows

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C - Coding

  05 Feb 2025        2 hrs

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