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Displaying 146 of 146 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - Linux - macOS

  02 May 2025        30 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Runbook

  02 May 2025        1 hr

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - GenAI - Python

  02 May 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Build a CCA Attestation Service on AWS with Veraison

CCA - Runbook - Linux

  02 May 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Learn about Large System Extensions (LSE)

GCC - Runbook - Linux

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Building and Benchmarking DLRM on Arm Neoverse V2 with MLPerf

Docker - MLPerf - Google Cloud - Linux

  02 May 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Explore Thread Synchronization in the Arm memory model

Runbook - Herd7 - Litmus7 - Arm ISA - Linux

  02 May 2025        2 hrs 30 min

PERFORMANCE AND ARCHITECTURE

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

C++ - TSan - Runbook - Linux

  02 May 2025        45 min

ML

Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI

Python - AWS Graviton - AI - Linux

  02 May 2025        45 min

ML

Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers

LLM - GenAI - Python - Demo - Linux

  02 May 2025        30 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Linux

  02 May 2025        15 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Tune the Performance of the Java Garbage Collector

Java - Runbook - Linux

  02 May 2025        45 min

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

  02 May 2025        30 min

CONTAINERS AND VIRTUALIZATION

Use Infrastructure as Code and Pulumi to provision Azure resources

TypeScript - Docker - Windows

  02 May 2025        30 min

CONTAINERS AND VIRTUALIZATION

Run a .NET Aspire application on Arm-based VMs on AWS and GCP

.NET - C# - Visual Studio Code - Windows - Linux

  02 May 2025        1 hr

DATABASES

Learn how to deploy PostgreSQL

SQL - PostgreSQL - Linux

  02 May 2025        30 min

EMBEDDED LINUX

Get started with the Raspberry Pi 4

Raspberry Pi - TensorFlow - Docker - Linux

  02 May 2025        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Get started with Arm-based cloud instances

Linux

  02 May 2025        15 min

CONTAINERS AND VIRTUALIZATION

Deploy containers on Amazon ECS with AWS Graviton processors

Terraform - AWS Elastic Container Service (ECS) - Linux

  02 May 2025        1 hr

WEB

Deploy AWS services using the Serverless Framework

Node.js - Visual Studio Code - Windows

  02 May 2025        30 min

WEB

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

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

  02 May 2025        30 min

CONTAINERS AND VIRTUALIZATION

Deploy an application to Azure Kubernetes Service

ASP.NET Core - Docker - Kubernetes - Linux

  02 May 2025        45 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

  02 May 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy a containerized application using Azure Container Instances

ASP.NET Core - Docker - Linux - Windows

  02 May 2025        30 min

CONTAINERS AND VIRTUALIZATION

Deploy a .NET application on Microsoft Azure Cobalt 100 VMs

.NET - Kubernetes - Docker - Linux

  02 May 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy .NET applications to Arm Virtual Machines and Container Registry in Microsoft Azure

.NET SDK - C# - Linux

  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

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

  02 May 2025        30 min

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - GenAI - Python - Linux

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with Realm Management Extension (RME)

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

  02 May 2025        30 min

ML

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

Python - PyTorch - Streamlit - Google Axion - Linux

  02 May 2025        45 min

ML

Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers

LLM - GenAI - Python - PyTorch - Linux

  29 Apr 2025        30 min

ML

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

Python - Streamlit - Google Axion - Demo - Linux

  29 Apr 2025        45 min

PERFORMANCE AND ARCHITECTURE

Write NEON intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  29 Apr 2025        45 min

DATABASES

Analyze the performance of MongoDB on Arm servers

MongoDB - GCC - Runbook - Linux

  24 Apr 2025        30 min

CONTAINERS AND VIRTUALIZATION

Deploy a Windows on Arm virtual machine on Microsoft Azure

Windows

  23 Apr 2025        15 min

CI-CD

Implement CI/CD with Windows on Arm host

Coding - GitHub - Windows

  23 Apr 2025        30 min

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - C++ - Python - Runbook - Linux

  23 Apr 2025        1 hr

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - GenAI - Python - Linux

  23 Apr 2025        45 min

PERFORMANCE AND ARCHITECTURE

Boost C++ performance by optimizing loops with boundary information

C++ - Runbook - Linux

  21 Apr 2025        15 min

CONTAINERS AND VIRTUALIZATION

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Python - Docker - ROS 2 - Linux

  21 Apr 2025        1 hr

PERFORMANCE AND ARCHITECTURE

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

ArmRAL - 5G - GCC - Runbook - Linux

  16 Apr 2025        15 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

  11 Apr 2025        20 min

CONTAINERS AND VIRTUALIZATION

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

LLM - Ollama - GenAI - Linux - macOS

  10 Apr 2025        30 min

PERFORMANCE AND ARCHITECTURE

Explore floating-point differences between x86 and Arm

C++ - Linux

  04 Apr 2025        30 min

DATABASES

Deploy MariaDB on Arm servers

Terraform - Ansible - MariaDB - Docker - Runbook

  02 Apr 2025        1 hr 30 min

LIBRARIES

Run x265 (H.265 codec) on Arm servers

x265 - Linux

  31 Mar 2025        10 min

PERFORMANCE AND ARCHITECTURE

Learn about glibc with Large System Extensions (LSE) for performance improvement

Glibc - LSE - MongoDB - Runbook - Linux

  30 Mar 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Migrate applications that leverage performance libraries

Arm Compiler for Linux - C++ - Runbook - Linux

  29 Mar 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about optimization techniques using the g++ compiler

C++ - Runbook - Linux

  28 Mar 2025        1 hr

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

  25 Mar 2025        20 min

LIBRARIES

Install Vectorscan (Hyperscan on Arm) and use it with Snort 3

Vectorscan - Linux

  25 Mar 2025        15 min

PERFORMANCE AND ARCHITECTURE

Get started with Servers and Cloud Computing

Runbook - Linux

  21 Mar 2025        10 min

PERFORMANCE AND ARCHITECTURE

Run Process watch on your Arm machine

bpftool - libbpf - Capstone - C/C++ - Runbook

  18 Mar 2025        20 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C/C++ - Runbook - Linux - Android - macOS

  18 Mar 2025        1 hr

ML

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Python - AWS CDK - GitHub - Linux

  06 Mar 2025        30 min

PERFORMANCE AND ARCHITECTURE

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

C++ - GCC - Clang - CMake - GoogleTest

  05 Mar 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Debug Neoverse N2 Reference Design with Arm Development Studio

Arm Development Studio - Linux

  04 Mar 2025        30 min

ML

Build a GitHub Copilot Extension in Python

Python - GitHub - Linux

  03 Mar 2025        20 min

LIBRARIES

Learn how to build and use Cloudflare zlib on Arm servers

zlib - Linux

  24 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with Geekbench on Arm

Geekbench - Runbook - Linux

  24 Feb 2025        15 min

DATABASES

Measure performance of ClickHouse on Arm servers

ClickHouse - ClickBench - Linux

  24 Feb 2025        45 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 Arm Pointer Authentication

Coding - Runbook - Linux

  19 Feb 2025        30 min

WEB

Run memcached on Arm servers and measure its performance

Runbook - Memcached - Linux

  19 Feb 2025        10 min

PERFORMANCE AND ARCHITECTURE

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

GCC - FVP - RME - CCA - Docker

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

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

GCC - FVP - RME - CCA - Docker

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Profiling for Neoverse with Streamline CLI Tools

Streamline CLI - Runbook - Linux

  19 Feb 2025        15 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

Migrate containers to Arm using KubeArchInspect

Kubernetes - Runbook - Linux

  19 Feb 2025        15 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        40 min

LIBRARIES

Measure performance of compression libraries on Arm servers

snappy - Runbook - Linux

  19 Feb 2025        10 min

PERFORMANCE AND ARCHITECTURE

Learn the Arm Neoverse N1 performance analysis methodology

perf - Telemetry - Runbook - Linux

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn how to write SIMD code on Arm using Rust

GCC - Clang - Coding - Rust - Runbook

  19 Feb 2025        30 min

DATABASES

Learn how to tune Redis

Redis - Runbook - Linux

  19 Feb 2025        30 min

DATABASES

Learn how to Tune PostgreSQL

SQL - PostgreSQL - HammerDB - Runbook - Linux

  19 Feb 2025        30 min

WEB

Learn how to tune Nginx

Nginx - Runbook - Linux

  19 Feb 2025        1 hr

DATABASES

Learn how to Tune MySQL

SQL - MySQL - InnoDB - Runbook - Linux

  19 Feb 2025        30 min

WEB

Learn how to tune Envoy

Envoy - Runbook - Linux

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn how to optimize an application with BOLT

BOLT - perf - Runbook - Linux

  19 Feb 2025        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

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

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

C - Assembly - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Neoverse Cache PMU Events using C and Assembly Language

C - Assembly - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

assembly - llvm-mca - Runbook - Linux - Windows

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Coding - Runbook - Linux

  19 Feb 2025        45 min

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

How to use the Arm Performance Monitoring Unit and System Counter

PAPI - perf - Assembly - GCC - Runbook

  19 Feb 2025        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Get started with the Neoverse Reference Design software stack

Docker - FVP - Arm Development Studio - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Coding - Fortran - GCC - Linaro Forge - gdb

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  19 Feb 2025        10 min

DATABASES

Deploy Redis on Arm

Redis - Runbook - Linux

  19 Feb 2025        30 min

DATABASES

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

Terraform - Ansible - Redis - SQL - MySQL

  19 Feb 2025        1 hr 30 min

CI-CD

Build multi-architecture container images with GitHub Arm-hosted runners

GitHub - Docker - Runbook - Linux

  19 Feb 2025        30 min

DATABASES

Benchmark the performance of Flink on Arm servers

Flink - Java - Nexmark - Runbook - Linux

  19 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Access running containers using Supervisor, SSH, and Remote.It

Docker - Remote.It - Supervisor - Linux

  18 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Manage Arm development environments with Daytona

Daytona - Windows - macOS - Linux

  13 Feb 2025        30 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  12 Feb 2025        20 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  05 Feb 2025        30 min

CONTAINERS AND VIRTUALIZATION

Use Clair to scan container images and generate vulnerability reports

Docker - Go - Clair - Linux

  05 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  05 Feb 2025        30 min

LIBRARIES

Run the vvenc H.266 encoder on Arm servers

vvenc - Linux

  05 Feb 2025        20 min

LIBRARIES

Run the AV1 and VP9 codecs on Arm Linux

Linux

  05 Feb 2025        30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  05 Feb 2025        10 min

ML

Run an LLM chatbot with rtp-llm on Arm-based servers

LLM - GenAI - Python - Linux

  05 Feb 2025        30 min

ML

Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers

Python - PyTorch - Linux

  05 Feb 2025        20 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

Perform Sentiment Analysis on X on Arm-based EKS clusters

Kubernetes - AWS Elastic Kubernetes Service (EKS) - Linux

  05 Feb 2025        1 hr

LIBRARIES

Optimize the performance of Snort 3 using multithreading

AWS EC2 - Snort3 - Bash - GCC - Linux

  05 Feb 2025        45 min

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

  05 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  05 Feb 2025        30 min

CI-CD

Managed, self-hosted Arm runners for GitHub Actions

CloudFormation - GitHub - AWS EC2 - Linux

  05 Feb 2025        15 min

CONTAINERS AND VIRTUALIZATION

Learn how to use Docker

Docker - Linux

  05 Feb 2025        30 min

DATABASES

Learn how to deploy Spark on AWS Graviton2

Terraform - Linux

  05 Feb 2025        1 hr

WEB

Learn how to deploy Nginx

Nginx - Linux

  05 Feb 2025        1 hr

DATABASES

Learn how to deploy MySQL

SQL - MySQL - Linux

  05 Feb 2025        30 min

WEB

Learn how to deploy Envoy

Envoy - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Learn how to deploy AWS Lambda functions

Terraform - Lambda - Coding - Linux

  05 Feb 2025        30 min

WEB

Learn how to deploy a Django application

Django - Python - Nginx - PostgreSQL - Linux

  05 Feb 2025        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

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

How to use AWS Graviton processors on AWS Fargate with Copilot

Docker - Linux

  05 Feb 2025        45 min

PERFORMANCE AND ARCHITECTURE

Get started with WindowsPerf

WindowsPerf - Windows

  05 Feb 2025        20 min

PERFORMANCE AND ARCHITECTURE

Get started with the Windows Performance Analyzer (WPA) plugin for WindowsPerf

WindowsPerf - perf - Windows Performance Analyzer - Windows

  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

CONTAINERS AND VIRTUALIZATION

Develop Arm automotive software on the System76 Thelio Astra

Automotive - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS)

AWS Elastic Kubernetes Service (EKS) - Kubernetes - SQL - MySQL - WordPress

  05 Feb 2025        1 hr

DATABASES

Deploy MySQL and WordPress on an always free tier Arm shape

MySQL - WordPress - Linux

  05 Feb 2025        30 min

WEB

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

Memcached - SQL - MySQL - PostgreSQL - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm virtual machines on Microsoft Azure with Terraform

Terraform - Bastion - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform

Terraform - Bastion - Linux

  05 Feb 2025        20 min

CONTAINERS AND VIRTUALIZATION

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

Terraform - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm Instances on AWS using Terraform

Terraform - Bastion - Linux

  05 Feb 2025        1 hr

STORAGE

Deploy a Kafka Cluster on Arm

Kafka - Zookeeper - Linux

  05 Feb 2025        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

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

Terraform - Kubernetes - WordPress - MySQL - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

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

Terraform - Kubernetes - Linux

  05 Feb 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Build multi-architecture container images with Docker Build Cloud

Docker - Linux

  05 Feb 2025        30 min

CONTAINERS AND VIRTUALIZATION

Build embedded Linux applications on an Arm server

Raspberry Pi - MXNet - Linux

  05 Feb 2025        1 hr 30 min

CI-CD

Build and share Docker images using AWS CodeBuild

Docker - AWS CodeBuild - Linux

  05 Feb 2025        30 min

DATABASES

Benchmarking MySQL with Sysbench

MySQL - Sysbench - Linux

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Add new debug targets to Arm Development Studio

Arm Development Studio - Arm Fast Models - DSTREAM - Baremetal

  05 Feb 2025        30 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  05 Feb 2025        45 min

ML

Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers

Python - PyTorch - Linux

  05 Feb 2025        20 min