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Displaying 88 of 88 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Get Started with CCA Attestation and Veraison

CCA - Linux

  20 Dec 2024        30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Android - Linux

  20 Dec 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C/C++ - Linux - Android - macOS

  20 Dec 2024        1 hr

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  20 Dec 2024        45 min

ML

Create and train a PyTorch model for digit classification

Android Studio - Coding - VS Code - Windows - Linux

  18 Dec 2024        2 hrs 40 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

  17 Dec 2024        30 min

MIGRATION TO ARM

Create OpenCV applications on Windows on Arm

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

  13 Dec 2024        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  10 Dec 2024        30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  05 Dec 2024        1 hr 30 min

MIGRATION TO ARM

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

WSL - VS Code - Windows - Linux

  03 Dec 2024        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  03 Dec 2024        30 min

PERFORMANCE AND ARCHITECTURE

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

WindowsPerf - perf - Windows Performance Analyzer - Windows

  03 Dec 2024        15 min

ML

Build an Android chat application with ONNX Runtime API

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

  26 Nov 2024        1 hr

CI-CD

Deploy GitHub Actions workflows using Windows Sandbox

.NET - Visual Studio - Windows Sandbox - Windows

  26 Nov 2024        20 min

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - VS Code - Coding - Windows

  26 Nov 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Learn how to optimize an application with BOLT

BOLT - perf - Linux

  07 Nov 2024        30 min

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

  04 Nov 2024        20 min

ML

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

Mobile - Java - C++ - Python - macOS

  22 Oct 2024        1 hr

MIGRATION TO ARM

Create Linux virtual machines with Hyper-V

Hyper-V - Windows - Linux

  11 Oct 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  10 Oct 2024        30 min

PERFORMANCE AND ARCHITECTURE

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

Docker - Remote.It - Supervisor - Linux

  09 Oct 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

assembly - llvm-mca - Linux - Windows - macOS

  01 Oct 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Coding - Linux

  20 Sep 2024        45 min

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  20 Sep 2024        2 hrs

CONTAINERS AND VIRTUALIZATION

Deploy firmware on hybrid edge systems using containers

Docker - AVH - K3s - Containerd - Linux

  10 Sep 2024        20 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Linux

  09 Sep 2024        1 hr

LIBRARIES

Run the AV1 and VP9 codecs on Arm Linux

Linux

  06 Sep 2024        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Coding - Linux

  02 Sep 2024        45 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Coding - Linux

  30 Aug 2024        40 min

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Coding - Linux

  28 Aug 2024        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn how to write SIMD code on Arm using Rust

GCC - Clang - Coding - Rust - Linux

  28 Aug 2024        30 min

GAMING

Using Unity's Machine Learning Agents on Arm

Unity - Android

  28 Aug 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Arm Performance Studio for mobile

Arm Performance Studio - Arm Mobile Studio - Coding - Android

  28 Aug 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Coding - Linux

  28 Aug 2024        45 min

EMBEDDED LINUX

Deploy IoT apps using Balena Cloud and Arm Virtual Hardware

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

  28 Aug 2024        30 min

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  20 Aug 2024        30 min

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  09 Aug 2024        1 hr

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Coding - Arm64EC - Visual Studio - Windows

  05 Aug 2024        30 min

PERFORMANCE AND ARCHITECTURE

Query Arm GPU configuration information

NDK - adb - Android

  05 Aug 2024        15 min

PERFORMANCE AND ARCHITECTURE

Get started with Embedded Systems

System Ready - Linux

  05 Aug 2024        15 min

EMBEDDED LINUX

Build a Universal Single Board Computer Rack Mount System

Slicing software - Fusion 360 - Linux

  05 Aug 2024        2 hrs

CONTAINERS AND VIRTUALIZATION

Prepare Docker image for Arm embedded development

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

  05 Aug 2024        30 min

PERFORMANCE AND ARCHITECTURE

Run Process watch on your Arm machine

bpftool - libbpf - Capstone - C/C++ - Linux

  05 Aug 2024        20 min

MIGRATION TO ARM

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

Node.js - Visual Studio Code - Windows

  01 Aug 2024        45 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Linux

  29 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

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

Neon - SVE - Coding - Intrinsics - Linux

  05 Jul 2024        30 min

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

  04 Jul 2024        1 hr 30 min

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

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

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  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

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

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 Arm hardware

Android

  05 Mar 2024        5 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

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 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

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

MIGRATION TO ARM

Benchmarking .NET 8 applications on Windows on Arm

.NET - Visual Studio - Visual Studio Code - Windows

  12 Dec 2023        20 min

CI-CD

Develop for Matter with Arm Virtual Hardware

Matter - Arm Virtual Hardware - GitHub - Linux

  25 May 2023        1 hr