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Automotive Embedded and Microcontrollers Laptops and Desktops Mobile, Graphics, and Gaming Servers and Cloud Computing
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Displaying 51 of 51 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Optimize exponential functions with FEXPA

C - CPP - Linux - macOS

  31 Jul 2026        15 min

WEB

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

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

  31 Jul 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

  31 Jul 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

  31 Jul 2026        30 min

CONTAINERS AND VIRTUALIZATION

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

Docker - MCP - GitHub Copilot - CPP - VS Code

  31 Jul 2026        45 min

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

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

  31 Jul 2026        10 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

  29 Jul 2026        45 min

CONTAINERS AND VIRTUALIZATION

Deploy containerized workloads to Arm-based Linux targets with Topo

Topo - Docker - SSH - Visual Studio Code - Linux

  29 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Build and test KleidiCV on macOS

KleidiCV - C - macOS

  28 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - LLVM - SME2 - Linux

  27 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with the arm-performix agent skill for profiling and improving Arm workloads

Arm Performix - GitHub Copilot - MCP - Linux - macOS

  27 Jul 2026        30 min

ML

Inspect model artifacts and runtime profiles with Google Model Explorer and Arm extensions

Model Explorer - ExecuTorch - PyTorch - Python - TOSA

  24 Jul 2026        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Deploy a machine learning application to the Arm Ethos-U65 NPU on NXP FRDM i.MX 93 with Topo

Topo - Docker - SSH - ExecuTorch - remoteproc-runtime

  15 Jul 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Create and deploy a custom Topo Project

Topo - Docker - SSH - Linux - macOS

  15 Jul 2026        30 min

ML

Run a local AI agent with Ollama to visualize CPU orchestration on Arm

Python - Ollama - Generative AI - LLM - Linux

  13 Jul 2026        45 min

LIBRARIES

Device-to-Device communication with Device Connect

Python - Linux - macOS - Windows

  08 Jul 2026        25 min

LIBRARIES

Getting started with CMSIS-DSP using Python

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

  08 Jul 2026        45 min

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

  08 Jul 2026        3 hrs

PERFORMANCE AND ARCHITECTURE

Accelerate multimodal Voice Assistant performance with KleidiAI and SME2

Java - Kotlin - CPP - SME2 - Arm Performance Studio

  06 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

  06 Jul 2026        1 hr

ML

Build an edge AI Reachy Mini app with Raspberry Pi, MediaPipe, and MuJoCo

Raspberry Pi - Reachy Mini - Python - MediaPipe - FastAPI

  06 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

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

FVP - RME - CCA - Docker - Veraison

  03 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Run Confidential Containers with encrypted images using Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

  03 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Explore secure device attach in Arm CCA Realms

CCA - RME - Docker - Linux - macOS

  03 Jul 2026        1 hr 30 min

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

  02 Jul 2026        1 hr

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  22 Jun 2026        2 hrs

ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

  22 Jun 2026        2 hrs

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  22 Jun 2026        1 hr 30 min

CI-CD

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

  22 Jun 2026        10 min

SECURITY

Implement post-quantum cryptography on Arm Cortex-M4

C - Python - GCC - stlink - QEMU

  22 Jun 2026        2 hrs

LIBRARIES

Deploy multi-network device meshes using Device Connect server and NATS

Python - Docker - Linux - macOS

  22 Jun 2026        30 min

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

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  17 Jun 2026        1 hr

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Profile Android game performance in Godot with Arm Performance Studio

Godot - Arm Performance Studio - Windows - macOS - Linux

  17 Jun 2026        15 min

ML

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Optimize graphics performance using Frame Advisor render graphs

OpenGL ES - Vulkan - Linux - Windows - macOS

  17 Jun 2026        30 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 about LLVM Machine Code Analyzer

Assembly - llvm-mca - Runbook - Linux - Windows

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

  17 Jun 2026        20 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

  17 Jun 2026        45 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

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  17 Jun 2026        30 min

ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

  17 Jun 2026        4 hrs

ML

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

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

  17 Jun 2026        2 hrs 40 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

  17 Jun 2026        1 hr 30 min

ML

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

Java - CPP - Python - Hugging Face - ExecuTorch

  17 Jun 2026        1 hr

ML

Build a Sentiment-Aware Voice Assistant with On-Device LLMs

Python - Transformers - ONNX Runtime - llama.cpp - Gradio

  17 Jun 2026        1 hr 30 min

ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

  17 Jun 2026        1 hr

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

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

CPP - Docker - SME2 - Linux - macOS

  17 Jun 2026        30 min