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Advanced Introductory
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Skill Level
Advanced Introductory
Tools, Software, and Languages
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Displaying 33 of 33 learning paths.
Date

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Runbook

  02 May 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - Linux - macOS

  02 May 2025        30 min

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

  02 May 2025        30 min

ML

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

Android Studio - Coding - VS Code - Windows - Linux

  02 May 2025        2 hrs 40 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Coding - Rust - Runbook

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Write NEON intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  29 Apr 2025        45 min

CONTAINERS AND VIRTUALIZATION

Deploy a Windows on Arm virtual machine on Microsoft Azure

Windows

  23 Apr 2025        15 min

PERFORMANCE AND ARCHITECTURE

Boost C++ performance by optimizing loops with boundary information

C++ - Runbook - Linux

  21 Apr 2025        15 min

PERFORMANCE AND ARCHITECTURE

Explore floating-point differences between x86 and Arm

C++ - Linux

  04 Apr 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about integer and floating-point conversions

GCC - Clang - Coding - Runbook - Linux

  24 Mar 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

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

  18 Mar 2025        1 hr

Create a new Learning Path

Hugo

  06 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

CI-CD

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

GitHub - Docker - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 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 how to write SIMD code on Arm using Rust

GCC - Clang - Coding - Rust - Runbook

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        40 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

Porting architecture specific intrinsics

Neon - SVE - Coding - Intrinsics - Runbook

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Coding - Runbook

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Write a Dynamic Memory Allocator

C - Coding - Runbook - Linux

  19 Feb 2025        2 hrs

CONTAINERS AND VIRTUALIZATION

Manage Arm development environments with Daytona

Daytona - Windows - macOS - Linux

  13 Feb 2025        30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  05 Feb 2025        45 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

CONTAINERS AND VIRTUALIZATION

Build multi-architecture container images with Docker Build Cloud

Docker - Linux

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

Coding - IP Explorer - Baremetal

  05 Feb 2025        1 hr

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 1

Coding - Arm Virtual Hardware - GitHub - Baremetal

  05 Feb 2025        30 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 2

Coding - Arm Virtual Hardware - GitHub - Baremetal

  05 Feb 2025        30 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  05 Feb 2025        30 min