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Displaying 49 of 49 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Coding - Rust - Runbook

  02 May 2025        30 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Runbook

  02 May 2025        1 hr

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - Coding - GCC - Paddle - TVMC

  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

Get started with Arm Performance Studio

Arm Performance Studio - Arm Mobile Studio - Coding - Android

  02 May 2025        1 hr

PERFORMANCE AND ARCHITECTURE

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

Android Studio - Coding - Android

  02 May 2025        40 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  02 May 2025        30 min

CI-CD

Implement CI/CD with Windows on Arm host

Coding - GitHub - Windows

  23 Apr 2025        30 min

ML

Build and run Arm Total Solutions for IoT

Arm Virtual Hardware - Coding - Fixed Virtual Platform - Arm Compiler for Embedded - Baremetal

  23 Apr 2025        30 min

ML

Build and run an image classification NN model on an STM32L4 Discovery board

Coding - TensorFlow - STM32 - Baremetal

  23 Apr 2025        1 hr

ML

Build and run a letter recognition NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Coding - Baremetal

  23 Apr 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about integer and floating-point conversions

GCC - Clang - Coding - Runbook - Linux

  24 Mar 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

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Coding - Runbook

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Understand Arm Pointer Authentication

Coding - Runbook - Linux

  19 Feb 2025        30 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

LIBRARIES

Migrating applications to Arm servers

Coding - Neon - SVE - Go - Runbook

  19 Feb 2025        15 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 about Autovectorization

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Coding - Fortran - GCC - Linaro Forge - gdb

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Write Arm Assembler functions

Coding - Keil - Baremetal

  05 Feb 2025        1 hr

MIGRATION TO ARM

Use Arm64EC with Windows 11 on Arm

Coding - Arm64EC - Visual Studio - Windows

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Start Debugging with µVision

Coding - Keil - Fixed Virtual Platform - RTOS - Baremetal

  05 Feb 2025        1 hr 30 min

RTOS FUNDAMENTALS

Run the Zephyr RTOS on Arm Corstone-300

Zephyr - Arm Virtual Hardware - Fixed Virtual Platform - Coding - RTOS

  05 Feb 2025        30 min

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

CONTAINERS AND VIRTUALIZATION

Learn how to deploy AWS Lambda functions

Terraform - Lambda - Coding - Linux

  05 Feb 2025        30 min

GRAPHICS

Learn about Ray Tracing with Vulkan on Android

Vulkan - Coding - Android

  05 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about context switching on Arm Cortex-M processors

CMSIS - Coding - Arm Development Studio - Baremetal

  05 Feb 2025        15 min

GRAPHICS

Learn about Arm Fixed Rate Compression (AFRC)

Vulkan - Coding - Android

  05 Feb 2025        25 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 2

Coding - Arm Virtual Hardware - GitHub - Baremetal

  05 Feb 2025        30 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 1

Coding - Arm Virtual Hardware - GitHub - Baremetal

  05 Feb 2025        30 min

SECURITY

Get started with TrustZone on NXP LPCXpresso55S69

TrustZone - Arm Compiler for Embedded - Keil - Coding - Baremetal

  05 Feb 2025        20 min

SECURITY

Get started with Trusted Firmware-M

Arm Virtual Hardware - Fixed Virtual Platform - TrustZone - Trusted Firmware - Coding

  05 Feb 2025        15 min

PERFORMANCE AND ARCHITECTURE

Get started with Raspberry Pi Pico

Raspberry Pi - Coding - Baremetal

  05 Feb 2025        30 min

VIRTUAL HARDWARE

Get Started with Keil Studio Cloud

Keil - Arm Compiler for Embedded - Arm Virtual Hardware - CMSIS - Coding

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with Keil MDK Code Coverage

Coding - Keil - MDK - Fixed Virtual Platform - FVP

  05 Feb 2025        15 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

PERFORMANCE AND ARCHITECTURE

Custom software for simulation with IP Explorer

Coding - IP Explorer - Baremetal

  05 Feb 2025        1 hr

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

Build and run the Arm Machine Learning Evaluation Kit examples

Coding - Arm Virtual Hardware - Fixed Virtual Platform - GCC - Arm Compiler for Embedded

  05 Feb 2025        30 min

RTOS FUNDAMENTALS

Build an RTX5 RTOS application with Keil μVision

Coding - RTX - Keil MDK - Arm Development Studio - RTOS

  05 Feb 2025        30 min

RTOS FUNDAMENTALS

Build an RTX5 RTOS application with Keil Studio (VS Code)

Coding - RTX - Keil MDK - Arm Development Studio - RTOS

  05 Feb 2025        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

MIGRATION TO ARM

Build a Windows on Arm native application with clang

LLVM - VS Code - Coding - Windows

  05 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C - Coding

  05 Feb 2025        2 hrs