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Displaying 138 of 138 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

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

FVP - RME - CCA - Docker - Veraison

  01 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Run Confidential Containers with encrypted images using Arm CCA and Trustee

FVP - RME - CCA - Docker - Veraison

  01 Jul 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Use Clair to scan container images and generate vulnerability reports

Docker - Go - Clair - Linux

  01 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Build a CCA Attestation Service on AWS with Veraison

CCA - RME - Runbook - Linux

  01 Jul 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

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

GCC - FVP - RME - CCA - Docker

  01 Jul 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Optimize Arm applications and shared libraries with BOLT

BOLT - perf - Runbook - Linux

  01 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Explore secure device attach in Arm CCA Realms

CCA - RME - Docker - Linux - macOS

  01 Jul 2026        1 hr 30 min

WEB

Tune NGINX performance on Arm-based platforms

NGINX - Runbook - Linux

  30 Jun 2026        1 hr

DATABASES

Tune MySQL performance on Arm-based platforms

SQL - MySQL - InnoDB - Runbook - Linux

  30 Jun 2026        30 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

Learn about the C++ memory model for porting applications to Arm

CPP - TSan - Runbook - Linux

  29 Jun 2026        45 min

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

CONTAINERS AND VIRTUALIZATION

Deploy Arm virtual machines on Microsoft Azure with Terraform

Terraform - Bastion - Linux

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm Instances on AWS using Terraform

Terraform - Bastion - Linux

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy a .NET application on Microsoft Azure Cobalt 100 VMs

.NET - Kubernetes - Docker - Linux

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Create an Azure Linux 3.0 virtual machine with Cobalt 100 processors

QEMU - Azure CLI - Linux

  29 Jun 2026        2 hrs

CONTAINERS AND VIRTUALIZATION

Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service

Terraform - Kubernetes - WordPress - MySQL - Linux

  29 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Automate x86-to-Arm application migration using Arm MCP Server

MCP - Docker - CPP - GitHub Copilot - Linux

  29 Jun 2026        20 min

CONTAINERS AND VIRTUALIZATION

Deploy an Amazon EKS cluster with AWS Graviton-based nodes using Rafay

Kubernetes - AWS Elastic Kubernetes Service (EKS) - Rafay - NGINX - rctl

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Prototype safety-critical isolation for autonomous driving systems on Neoverse

Python - Docker - ROS 2 - DDS - Linux

  26 Jun 2026        1 hr

ML

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

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

  22 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

  22 Jun 2026        3 hrs

CONTAINERS AND VIRTUALIZATION

Build embedded Linux applications on an Arm server

Raspberry Pi - MXNet - Linux

  22 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Start Debugging with µVision

Keil MDK - FVP - RTOS - Baremetal

  22 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Profile the Linux kernel with Arm Streamline

Arm Streamline - Arm Performance Studio - Linux kernel - Performance analysis - Linux

  22 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  22 Jun 2026        30 min

LIBRARIES

Migrating Projects to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

  22 Jun 2026        10 min

LIBRARIES

Migrating CMSIS-Packs to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

  22 Jun 2026        10 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

Getting started with CMSIS-DSP using Python

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

  22 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

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

  22 Jun 2026        10 min

ML

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

TensorFlow - STM32 - Baremetal

  22 Jun 2026        1 hr

ML

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

TensorFlow - STM32 - Baremetal

  22 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Write SIMD code on Arm using Rust

GCC - Clang - Rust - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Runbook - Linux

  17 Jun 2026        45 min

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  17 Jun 2026        45 min

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  17 Jun 2026        30 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Runbook - Linux

  17 Jun 2026        30 min

ML

Understand KleidiAI SME2 matmul microkernels

C++ - KleidiAI - llama.cpp - SME2 - Android

  17 Jun 2026        40 min

PERFORMANCE AND ARCHITECTURE

Understand floating-point behavior across x86 and Arm architectures

CPP - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Understand Arm Pointer Authentication

Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Tune network workloads on Arm-based bare-metal instances

Apache Tomcat - wrk2 - OpenJDK 21 - Linux

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Simulate OpenBMC and UEFI pre-silicon on Neoverse RD-V3

C - Docker - FVP - OpenBMC - Yocto/BitBake

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Run Spark applications on Microsoft Azure Cobalt 100 processors

Apache Spark - Python - Docker - Linux

  17 Jun 2026        1 hr

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

  17 Jun 2026        1 hr

ML

Run LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  17 Jun 2026        1 hr

ML

Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp

Python - CPP - Bash - llama.cpp - Linux

  17 Jun 2026        1 hr

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Run Apache Spark SQL workloads on Azure Cobalt 100 Arm64 using Gluten and Velox for accelerated analytics

Apache Spark - Hadoop - Hive - Gluten - Velox

  17 Jun 2026        2 hrs

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  17 Jun 2026        1 hr

ML

Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime

C++ - ONNX Runtime - SME2 - Android - Linux

  17 Jun 2026        40 min

ML

Profile llama.cpp performance with Arm Streamline and KleidiAI LLM kernels

Arm Streamline - CPP - llama.cpp - Profiling - Linux

  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

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

Porting architecture specific intrinsics

Neon - SVE - Intrinsics - Runbook - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Perform Sentiment Analysis on X on Arm-based EKS clusters

Kubernetes - AWS Elastic Kubernetes Service (EKS) - Linux

  17 Jun 2026        1 hr

ML

Orchestrate a persistent local AI agent with Hermes on NVIDIA DGX Spark

Python - Docker - Ollama - Linux

  17 Jun 2026        1 hr 30 min

GAMING

Optimize Unity applications on Android using Neon intrinsics

Unity - C# - Android

  17 Jun 2026        1 hr 30 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 graphics vertex efficiency for Arm GPUs

C - CPP - Android

  17 Jun 2026        10 min

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

C++ - Python - taskset - perf - Google Benchmark

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Migrate x86-64 SIMD to Arm64

GCC - Clang - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Migrate x86 workloads to Arm on Google Kubernetes Engine with Axion processors

Kubernetes - GKE - Skaffold - Cloud Build - Linux

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Migrate a .NET application to Azure Cobalt 100

.NET - Orchard Core - C - Linux

  17 Jun 2026        25 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Runbook - Linux

  17 Jun 2026        40 min

ML

Measure LLM inference performance with KleidiAI and SME2 on Android

SME2 - C++ - llama.cpp - Android - 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

DATABASES

Learn how to tune Redis

Redis - Runbook - Linux

  17 Jun 2026        30 min

DATABASES

Learn how to Tune PostgreSQL

SQL - PostgreSQL - HammerDB - Runbook - Linux

  17 Jun 2026        30 min

WEB

Learn how to tune Envoy

Envoy - Runbook - Linux

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Learn how to migrate an x86 application to multi-architecture with Arm-based on Google Axion Processor on GKE

Kubernetes - Runbook - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Learn how to build and deploy a multi-architecture application on Amazon EKS

Kubernetes - AWS Elastic Kubernetes Service (EKS) - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about the impact of stack buffer overflows

Clang - C - Assembly - Runbook - Linux

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about Neoverse Non-cache PMU events using C and Assembly Language

C - Assembly - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Neoverse Cache PMU Events using C and Assembly Language

C - Assembly - 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 glibc with Large System Extensions (LSE) for performance improvement

glibc - LSE - MongoDB - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C - CPP - Runbook - Linux - Android

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Runbook - Linux

  17 Jun 2026        45 min

GRAPHICS

Learn about Arm Fixed Rate Compression (AFRC)

Vulkan - Android

  17 Jun 2026        25 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Rust - Runbook - Linux

  17 Jun 2026        30 min

MIGRATION TO ARM

Integrate AWS Lambda with DynamoDB for IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  17 Jun 2026        45 min

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 2

Arm Virtual Hardware - GitHub - Baremetal

  17 Jun 2026        30 min

MIGRATION TO ARM

Install Arch Linux with the i3 window manager on a Pinebook Pro

i3 - Alacritty - Neovim - Linux

  17 Jun 2026        2 hrs

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  17 Jun 2026        1 hr

GRAPHICS

Implement ray tracing effects with Vulkan on Android

Vulkan - Android

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - CPP - Python - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Identify code hotspots using Arm Performix through the Arm MCP Server

Arm Performix - MCP - C++ - GitHub Copilot - Linux

  17 Jun 2026        30 min

MIGRATION TO ARM

Get started with Windows Subsystem for Linux (WSL) on Arm

WSL - Visual Studio Code - Windows - Linux

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Fortran - GCC - Linaro Forge - gdb - mpi

  17 Jun 2026        30 min

GRAPHICS

Get started with Arm Accuracy Super Resolution (Arm ASR)

Unreal Engine - Android

  17 Jun 2026        40 min

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  17 Jun 2026        1 hr

ML

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Explore Thread Synchronization in the Arm memory model

Runbook - Herd7 - Litmus7 - Arm ISA - Linux

  17 Jun 2026        2 hrs 30 min

ML

Enable neural graphics using ML Extensions for Vulkan

Vulkan - RenderDoc - NX - Windows

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Develop and Validate Firmware Pre-Silicon on Arm Neoverse CSS V3

C - Docker - FVP - Linux

  17 Jun 2026        1 hr 30 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

GAMING

Deploy Unity Machine Learning Agents on Arm Android devices

Unity - Android

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Tinkerblox UltraEdge HPC-I for AI and mixed workloads on Arm

Tinkerblox - Linux - other

  17 Jun 2026        1 hr

DATABASES

Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers

Terraform - Ansible - Redis - SQL - MySQL

  17 Jun 2026        1 hr 30 min

ML

Deploy Phi-4-mini model with ONNX Runtime on Azure Cobalt 100

Python - ONNX Runtime - Linux

  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

WEB

Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers

Memcached - SQL - MySQL - PostgreSQL - Linux

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm Instances on Oracle Cloud Infrastructure (OCI) using Terraform

Terraform - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Deploy Apache Spark on Google Axion processors

Apache Spark - Python - Linux

  17 Jun 2026        1 hr

STORAGE

Deploy Apache Kafka on Arm-based Microsoft Azure Cobalt 100 virtual machines

Kafka - Linux

  17 Jun 2026        30 min

CI-CD

Deploy and validate Jenkins on Arm cloud servers

Jenkins - OpenJDK 17 - Docker - Groovy (Jenkins Pipeline) - Linux

  17 Jun 2026        30 min

ML

Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Google Axion processors

Python - Streamlit - Google Axion - Demo - Hugging Face

  17 Jun 2026        45 min

ML

Deploy a LLM-based Vision Chatbot with PyTorch and Hugging Face Transformers on Google Axion processors

Python - PyTorch - Streamlit - Google Axion - Linux

  17 Jun 2026        45 min

STORAGE

Deploy a Kafka Cluster on Arm

Kafka - ZooKeeper - Linux

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Debug with MTE on Google Pixel 8

Android Studio - MTE - Android

  17 Jun 2026        20 min

PERFORMANCE AND ARCHITECTURE

Debug Neoverse N2 Reference Design with Arm Development Studio

Arm Development Studio - Linux

  17 Jun 2026        30 min

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  17 Jun 2026        2 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

CONTAINERS AND VIRTUALIZATION

Create an Arm-based Kubernetes cluster on Google Cloud Platform (GCP)

Terraform - Kubernetes - Linux

  17 Jun 2026        1 hr

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

Characterize the memory subsystem of an Arm Linux system using ASCT

ASCT - Perf - Linux

  17 Jun 2026        1 hr

ML

Build Robot Simulation and Reinforcement Learning Workflows with Isaac Sim and Isaac Lab on DGX Spark

Python - Bash - IsaacSim - IsaacLab - Linux

  17 Jun 2026        1 hr 30 min

CI-CD

Build multi-architecture applications with Red Hat OpenShift Pipelines on AWS

Tekton - OpenShift - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Build Linux kernels for Arm cloud instances

TuxMake - Linux

  17 Jun 2026        1 hr

CI-CD

Build and share Docker images using AWS CodeBuild

Docker - AWS CodeBuild - Linux

  17 Jun 2026        30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark

Docker - Python - Linux

  17 Jun 2026        1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - CPP - ONNX Runtime - Android - Hugging Face

  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 RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

  17 Jun 2026        1 hr

ML

Build a Multimodal Retail Restocking Assistant on Armv9 With MNN

CMake - CPP - Bash - Linux

  17 Jun 2026        1 hr 30 min

ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

  17 Jun 2026        2 hrs

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Benchmark QuantLib on Azure Cobalt

Azure - Ubuntu - QuantLib - GCC - CMake

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Benchmark Linux kernel performance on Arm servers with Fastpath

Fastpath - tuxmake - Linux

  17 Jun 2026        1 hr 30 min

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

  17 Jun 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

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C

  17 Jun 2026        2 hrs

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - LLVM - SME2 - Linux

  17 Jun 2026        1 hr

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

  17 Jun 2026        45 min