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Displaying 40 of 40 learning paths.
Date

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

  08 Jul 2026        30 min

ML

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

  08 Jul 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Runbook - Linux

  06 Jul 2026        45 min

PERFORMANCE AND ARCHITECTURE

Run an end-to-end Attestation Flow with Arm CCA

GCC - FVP - RME - CCA - Docker

  03 Jul 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Write Neon intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  02 Jul 2026        45 min

PERFORMANCE AND ARCHITECTURE

Run an application in a Realm using the Arm Confidential Compute Architecture (CCA)

GCC - FVP - RME - CCA - Docker

  01 Jul 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Optimize an Adler-32 checksum function with SVE intrinsics using the Arm MCP server

C - GCC - SVE - MCP - Linux

  29 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Migrate applications between Arm platforms using Kiro Arm SoC Migration Power

Kiro - AWS EC2 - GCC - C - CMake

  29 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

How to use the Arm Performance Monitoring Unit and System Counter

PAPI - perf - Assembly - GCC - Runbook

  29 Jun 2026        1 hr 30 min

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  22 Jun 2026        2 hrs

ML

Navigate Machine Learning development with Ethos-U processors

FVP - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

  22 Jun 2026        10 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  22 Jun 2026        30 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  22 Jun 2026        40 min

SECURITY

Implement post-quantum cryptography on Arm Cortex-M4

C - Python - GCC - stlink - QEMU

  22 Jun 2026        2 hrs

ML

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

  22 Jun 2026        2 hrs

ML

Build and run the Arm Machine Learning Evaluation Kit examples

Arm Virtual Hardware - FVP - GCC - Arm Compiler for Embedded - Baremetal

  22 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Write SIMD code on Arm using Rust

GCC - Clang - Rust - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Runbook - Linux

  17 Jun 2026        30 min

RTOS FUNDAMENTALS

Port Zephyr RTOS and run applications on the Arm Corstone-320 MPS4 platform

Zephyr - GCC - C - Linux

  17 Jun 2026        45 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

  17 Jun 2026        30 min

LIBRARIES

Optimize the performance of Snort 3 using multithreading

AWS EC2 - Snort3 - Bash - GCC - Linux

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Runbook - Linux

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Optimize performance using Link-Time Optimization with GCC

GCC - Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Migrate x86-64 SIMD to Arm64

GCC - Clang - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Runbook - Linux

  17 Jun 2026        40 min

PERFORMANCE AND ARCHITECTURE

Learn SVE and SME programming with SIMD Loops

C - CPP - GCC - Clang - SME2

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA)

GCC - FVP - RME - CCA - Runbook

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about Large System Extensions (LSE)

GCC - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about integer and floating-point conversions

GCC - Clang - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Runbook - Linux

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Rust - Runbook - Linux

  17 Jun 2026        30 min

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with the Arm 5G RAN Acceleration Library (ArmRAL)

ArmRAL - 5G - GCC - Runbook - Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Fortran - GCC - Linaro Forge - gdb - mpi

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Enable reproducible math functions across vector extensions with Arm Performance Libraries

Arm Performance Libraries - GCC - LLVM - Libamath - Linux

  17 Jun 2026        10 min

PERFORMANCE AND ARCHITECTURE

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

CPP - GCC - Clang - CMake - Google Test

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Control floating-point accuracy modes in Arm Performance Libraries

Arm Performance Libraries - GCC - Libamath - Linux

  17 Jun 2026        20 min

PERFORMANCE AND ARCHITECTURE

Compare Arm Neoverse and Intel x86 top-down performance analysis with PMU counters

GCC - Clang - Perf - topdown-tool - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Benchmark QuantLib on Azure Cobalt

Azure - Ubuntu - QuantLib - GCC - CMake

  17 Jun 2026        1 hr

DATABASES

Analyze the performance of MongoDB on Arm servers

MongoDB - GCC - Runbook - Linux

  17 Jun 2026        30 min