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Displaying 37 of 37 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Accelerate multimodal Voice Assistant performance with KleidiAI and SME2

Java - Kotlin - CPP - SME2 - Android

  13 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Code kata: perfect your SVE and SME skills with SIMD Loops

C - CPP - GCC - Clang - SME2

  13 Mar 2026        30 min

CONTAINERS AND VIRTUALIZATION

Automate x86 to Arm Migration with Docker MCP Toolkit, VS Code and GitHub Copilot

Docker - MCP - GitHub Copilot - C++ - VS Code

  13 Mar 2026        45 min

ML

Build, optimize, and deploy ML models with ONNX on Arm64 and mobile devices

Python - PyTorch - TensorFlow - ONNX - Android

  13 Mar 2026        4 hrs

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  13 Mar 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Build and test KleidiCV on macOS

KleidiCV - C - macOS

  13 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - LLVM - SME2 - Linux

  13 Mar 2026        1 hr

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

  12 Mar 2026        1 hr

ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

  11 Mar 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Accelerate Denoising, Background Blur and Low-Light Camera Effects with SME2

CPP - Docker - SME2 - Linux - macOS

  02 Mar 2026        30 min

PERFORMANCE AND ARCHITECTURE

Run an end-to-end attestation flow with Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

  24 Feb 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Run Confidential Containers with encrypted images using Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

  24 Feb 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Explore secure device attach in Arm CCA Realms

CCA - RME - Docker - Linux - macOS

  24 Feb 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Optimize exponential functions with FEXPA

C - CPP - Linux - macOS

  20 Feb 2026        15 min

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  20 Feb 2026        1 hr

WEB

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

  20 Feb 2026        30 min

WEB

Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

  20 Feb 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image

LLM - Ollama - Generative AI - Linux - macOS

  20 Feb 2026        30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  29 Jan 2026        45 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

  14 Jan 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

Assembly - llvm-mca - Runbook - Linux - Windows

  12 Jan 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

  10 Jan 2026        45 min

ML

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

Java - CPP - Python - Hugging Face - ExecuTorch

  07 Jan 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

  06 Jan 2026        1 hr

PERFORMANCE AND ARCHITECTURE

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

CPP - GCC - Clang - CMake - Google Test

  06 Jan 2026        2 hrs

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  19 Dec 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Optimizing graphics using Frame Advisor's render graphs

OpenGL ES - Vulkan - Linux - Windows - macOS

  18 Dec 2025        30 min

ML

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

Android Studio - Visual Studio Code - Windows - Linux - macOS

  18 Dec 2025        2 hrs 40 min

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

  10 Dec 2025        3 hrs

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  11 Nov 2025        2 hrs

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  11 Nov 2025        30 min

PERFORMANCE AND ARCHITECTURE

Profile Android game performance in Godot with Arm Performance Studio

Godot - Arm Performance Studio - Windows - macOS - Linux

  01 Oct 2025        15 min

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

Keil MDK - CMSIS-Toolbox - Windows - Linux - macOS

  03 Sep 2025        10 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

  09 Jun 2025        45 min

LIBRARIES

Getting started with CMSIS-DSP using Python

CMSIS-DSP - Python - C - Jupyter Notebook - NumPy

  09 May 2025        45 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

  02 May 2025        20 min

CI-CD

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

  05 Feb 2025        10 min