Subjects
CI-CD Containers and Virtualization ML Migration to Arm Performance and Architecture
OS
Android ChromeOS Linux Windows macOS
Skill Level
Advanced Introductory
Tools, Software, and Languages
Displaying 79 of 79 filters.
.NET
Alacritty
Android Studio
Arm Development Studio
Arm Performance Libraries
Arm64EC
Assembly
Bash
C
C#
CCA
Clang
CMake
CPP
CSS
Docker
ExecuTorch
FFmpeg
GCC
Git
GitHub
GitHub Actions
GitLab
Google Benchmark
Google Test
HTML
Hugging Face
Hyper-V
i3
Intrinsics
IsaacLab
IsaacSim
JavaScript
KleidiCV
Kubernetes
KVM
Linux
llama.cpp
LLM
LLVM
llvm-mca
MCP
MSBuild
MSVC
MTE
Neon
Neovim
Node.js
ONNX Runtime
OpenCV
perf
PGO
PowerShell
Pytest
Python
PyTorch
QEMU
Qt
RDP
Remote.It
RME
Runbook
Rust
SME2
SVE
SVE2
Testcontainers
Trusted Firmware
Ubuntu
Visual Studio
Visual Studio Code
Windows Forms
Windows Performance Analyzer
Windows Presentation Foundation
Windows Sandbox
WindowsPerf
WinUI 3
WSL
Xamarin Forms
New? Learn the basics of Laptops and Desktops.
Subjects
CI-CD Containers and Virtualization ML Migration to Arm Performance and Architecture
OS
Android ChromeOS Linux Windows macOS
Skill Level
Advanced Introductory
Tools, Software, and Languages
Displaying 79 of 79 filters.
.NET
Alacritty
Android Studio
Arm Development Studio
Arm Performance Libraries
Arm64EC
Assembly
Bash
C
C#
CCA
Clang
CMake
CPP
CSS
Docker
ExecuTorch
FFmpeg
GCC
Git
GitHub
GitHub Actions
GitLab
Google Benchmark
Google Test
HTML
Hugging Face
Hyper-V
i3
Intrinsics
IsaacLab
IsaacSim
JavaScript
KleidiCV
Kubernetes
KVM
Linux
llama.cpp
LLM
LLVM
llvm-mca
MCP
MSBuild
MSVC
MTE
Neon
Neovim
Node.js
ONNX Runtime
OpenCV
perf
PGO
PowerShell
Pytest
Python
PyTorch
QEMU
Qt
RDP
Remote.It
RME
Runbook
Rust
SME2
SVE
SVE2
Testcontainers
Trusted Firmware
Ubuntu
Visual Studio
Visual Studio Code
Windows Forms
Windows Performance Analyzer
Windows Presentation Foundation
Windows Sandbox
WindowsPerf
WinUI 3
WSL
Xamarin Forms
Filters:
Displaying 81 of 81 learning paths.
Date
| FEATURED

MIGRATION TO ARM

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

WSL - Visual Studio Code - Windows - Linux

  15 Apr 2026        1 hr 30 min

| FEATURED

ML

Build Robot Simulation and Reinforcement Learning Workflows with Isaac Sim and Isaac Lab on DGX Spark

Python - Bash - IsaacSim - IsaacLab - Linux

  15 Apr 2026        1 hr 30 min

| FEATURED

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - LLVM - SME2 - Linux

  13 Apr 2026        1 hr

ML

Build a Multimodal Retail Restocking Assistant on Armv9 With MNN

CMake - CPP - Bash - Linux

  24 Apr 2026        1 hr 30 min

MIGRATION TO ARM

Benchmarking .NET 8 applications on Windows on Arm

.NET - Visual Studio - Visual Studio Code - Windows

  15 Apr 2026        20 min

MIGRATION TO ARM

Build .NET MAUI Applications on Arm64

.NET - C# - Visual Studio - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Build a Windows on Arm native application with .NET

.NET - Visual Studio - Windows

  15 Apr 2026        20 min

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  15 Apr 2026        2 hrs

CI-CD

Deploy GitHub Actions workflows using Windows Sandbox

.NET - Visual Studio - Windows Sandbox - Windows

  15 Apr 2026        20 min

MIGRATION TO ARM

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

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

  15 Apr 2026        30 min

MIGRATION TO ARM

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

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

  15 Apr 2026        30 min

MIGRATION TO ARM

Develop desktop applications with Chromium Embedded Framework on Windows on Arm

CPP - CMake - HTML - JavaScript - CSS

  15 Apr 2026        30 min

MIGRATION TO ARM

Develop desktop applications with Windows Forms on Windows on Arm

Windows Forms - C# - .NET - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Develop Windows applications with WinUI3 on Windows on Arm

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

  15 Apr 2026        30 min

PERFORMANCE AND ARCHITECTURE

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

WindowsPerf - perf - Windows Performance Analyzer - Windows

  15 Apr 2026        15 min

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

  15 Apr 2026        20 min

MIGRATION TO ARM

How to port the Win32 library to Arm64

C - CPP - Windows

  15 Apr 2026        1 hr 30 min

MIGRATION TO ARM

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

Node.js - Visual Studio Code - Windows

  15 Apr 2026        45 min

PERFORMANCE AND ARCHITECTURE

Learn how to use the Visual Studio extension for WindowsPerf

WindowsPerf - perf - Visual Studio - Windows

  15 Apr 2026        30 min

PERFORMANCE AND ARCHITECTURE

Optimize C++ applications on Windows on Arm using Profile-Guided Optimization

C - MSVC - Google Benchmark - PGO - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Optimize Windows applications using Arm Performance Libraries

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

  15 Apr 2026        1 hr

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

  15 Apr 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  15 Apr 2026        45 min

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C

  15 Apr 2026        2 hrs

CI-CD

Automate Windows on Arm Builds with GitHub Arm-hosted Runners

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

  15 Apr 2026        20 min

MIGRATION TO ARM

Automate Windows on Arm virtual machine deployment with QEMU and KVM on Arm Linux

QEMU - KVM - Bash - RDP - Linux

  15 Apr 2026        1 hr 30 min

ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

  15 Apr 2026        1 hr

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - Visual Studio Code - Windows

  15 Apr 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark

Docker - Python - Linux

  15 Apr 2026        1 hr

MIGRATION TO ARM

Build and run a native Windows on Arm Qt application

C - CPP - Qt - Windows

  15 Apr 2026        20 min

PERFORMANCE AND ARCHITECTURE

Build and test KleidiCV on macOS

KleidiCV - C - macOS

  15 Apr 2026        30 min

MIGRATION TO ARM

Create Linux virtual machines with Hyper-V

Hyper-V - Windows - Linux

  15 Apr 2026        1 hr

MIGRATION TO ARM

Create OpenCV applications on Windows on Arm

Visual Studio - Clang - OpenCV - CPP - Windows

  15 Apr 2026        1 hr 30 min

MIGRATION TO ARM

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

JavaScript - HTML - Visual Studio Code - Windows

  15 Apr 2026        30 min

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  15 Apr 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with Laptops and Desktops

Linux - Windows - ChromeOS

  15 Apr 2026        10 min

MIGRATION TO ARM

Install Arch Linux with the i3 window manager on a Pinebook Pro

i3 - Alacritty - Neovim - Linux

  15 Apr 2026        2 hrs

CONTAINERS AND VIRTUALIZATION

Install Ubuntu on ChromeOS Crostini as an LXC container

Ubuntu - ChromeOS

  15 Apr 2026        1 hr

MIGRATION TO ARM

Measure application resource and power usage on Windows on Arm with FFmpeg and PowerShell

FFmpeg - PowerShell - Windows

  15 Apr 2026        1 hr

MIGRATION TO ARM

Port Applications to Arm64 using Arm64EC

C - CPP - Qt - Windows

  15 Apr 2026        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

  15 Apr 2026        45 min

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

  15 Apr 2026        30 min

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

  15 Apr 2026        1 hr

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Arm64EC - Visual Studio - Windows

  15 Apr 2026        30 min

MIGRATION TO ARM

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

.NET - Visual Studio Code - Linux

  15 Apr 2026        20 min

PERFORMANCE AND ARCHITECTURE

Write SIMD code on Arm using Rust

GCC - Clang - Rust - Runbook - Linux

  13 Apr 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn SVE and SME programming with SIMD Loops

C - CPP - GCC - Clang - SME2

  13 Apr 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy a Windows on Arm virtual machine on Microsoft Azure

Windows

  30 Mar 2026        15 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  30 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Runbook - Linux

  29 Mar 2026        45 min

PERFORMANCE AND ARCHITECTURE

Migrate x86-64 SIMD to Arm64

GCC - Clang - Linux

  29 Mar 2026        30 min

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

  27 Mar 2026        30 min

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  27 Mar 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Rust - Runbook - Linux

  27 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Runbook - Linux

  26 Mar 2026        30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  26 Mar 2026        45 min

ML

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

Memory latency for application software developers

GCC - Clang - Runbook - Linux

  26 Mar 2026        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 Autovectorization

GCC - Clang - Runbook - Linux

  26 Mar 2026        45 min

PERFORMANCE AND ARCHITECTURE

Learn about integer and floating-point conversions

GCC - Clang - Runbook - Linux

  26 Mar 2026        30 min

CI-CD

Build a CI/CD pipeline using GitLab-hosted Arm runners

GitLab - Docker - C - Linux

  26 Mar 2026        30 min

CI-CD

Build multi-architecture container images with GitHub Arm-hosted runners

GitHub - Docker - Runbook - Linux

  26 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

  25 Mar 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Understand floating-point behavior across x86 and Arm architectures

CPP - Linux

  25 Mar 2026        30 min

ML

Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp

Python - CPP - Bash - llama.cpp - Linux

  25 Mar 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Runbook - Linux

  25 Mar 2026        45 min

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Runbook - Linux

  25 Mar 2026        2 hrs

CONTAINERS AND VIRTUALIZATION

Build multi-architecture container images with Docker Build Cloud

Docker - Linux

  25 Mar 2026        30 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

  25 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Boost C++ performance by optimizing loops with boundary information

CPP - Runbook - Linux

  25 Mar 2026        15 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  25 Mar 2026        30 min

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

  24 Mar 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Write Neon intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  24 Mar 2026        45 min

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

Neon - SVE - Intrinsics - Runbook - Linux

  13 Mar 2026        30 min

CI-CD

Implement CI/CD with Windows on Arm host

GitHub - Windows

  05 Sep 2025        30 min