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Displaying 79 of 79 learning paths.
Date

ML

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

Python - ONNX Runtime - Linux

  16 May 2025        30 min

LIBRARIES

Getting started with CMSIS-DSP using Python

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

  09 May 2025        45 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Coding - Rust - Runbook

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - Linux - macOS

  02 May 2025        30 min

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

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

GRAPHICS

Get started with Arm Accuracy Super Resolution (Arm ASR)

Unreal Engine - Mobile - Android

  02 May 2025        40 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

  02 May 2025        30 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

MIGRATION TO ARM

Use Amazon S3 for your IoT applications running Windows on Arm

Node.js - Visual Studio Code - Windows

  02 May 2025        30 min

MIGRATION TO ARM

Run ASP.NET Core Web Server on Arm64

.NET - Visual Studio Code - Windows

  02 May 2025        30 min

MIGRATION TO ARM

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

Node.js - Visual Studio Code - Windows

  02 May 2025        45 min

CONTAINERS AND VIRTUALIZATION

Deploy a .NET application on Microsoft Azure Cobalt 100 VMs

.NET - Kubernetes - Docker - Linux

  02 May 2025        1 hr

MIGRATION TO ARM

Create IoT applications with Windows on Arm and AWS IoT Core

Node.js - Visual Studio - Windows

  02 May 2025        2 hrs

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

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  02 May 2025        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Build a CI/CD pipeline with GitLab on Google Axion

Kubernetes - Docker - GitLab - Linux

  02 May 2025        30 min

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  02 May 2025        1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Mobile

  02 May 2025        1 hr

ML

Build a Hands-Free Selfie Android Application with MediaPipe

mobile - Android Studio - Kotlin - MediaPipe - Android

  02 May 2025        2 hrs

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 Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - C++ - Python - Git - cmake

  01 May 2025        1 hr

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

MIGRATION TO ARM

Use AWS Lambda for IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  23 Apr 2025        45 min

MIGRATION TO ARM

Use Amazon DynamoDB for your IoT applications running on Arm64

.NET - Visual Studio Code - Windows

  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

Implement Code level Performance Analysis using the PMUv3 plugin

C - C++ - Python - Runbook - Linux

  23 Apr 2025        1 hr

GAMING

Using Unity's Machine Learning Agents on Arm

Unity - Android

  23 Apr 2025        1 hr

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

Learn about integer and floating-point conversions

GCC - Clang - Coding - Runbook - Linux

  24 Mar 2025        30 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

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

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

GCC - FVP - RME - CCA - Docker

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Porting architecture specific intrinsics

Neon - SVE - Coding - Intrinsics - Runbook

  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

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

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 about the impact of stack buffer overflows

Clang - C - Assembly - Runbook - Linux

  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 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 parallel application development

Coding - Fortran - GCC - Linaro Forge - gdb

  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

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

Start Debugging with µVision

Coding - Keil - Fixed Virtual Platform - RTOS - Baremetal

  05 Feb 2025        1 hr 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

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

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

  05 Feb 2025        30 min

LIBRARIES

Migrating Projects to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

  05 Feb 2025        10 min

LIBRARIES

Migrating CMSIS-Packs to CMSIS v6

CMSIS - CMSIS-Toolbox - Baremetal - RTOS

  05 Feb 2025        10 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

CI-CD

Integrate Arm Virtual Hardware into CI/CD workflow 2

Coding - Arm Virtual Hardware - GitHub - Baremetal

  05 Feb 2025        30 min

CI-CD

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

  05 Feb 2025        10 min

MIGRATION TO ARM

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

i3 - Alacritty - Neovim - Linux

  05 Feb 2025        2 hrs

MIGRATION TO ARM

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

WSL - VS Code - Windows - Linux

  05 Feb 2025        1 hr 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 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

PERFORMANCE AND ARCHITECTURE

Debug with MTE on Google Pixel 8

Android Studio - Memory Tagging Extension - Android

  05 Feb 2025        20 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 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

PERFORMANCE AND ARCHITECTURE

Adding Memory Tagging to a Dynamic Memory Allocator

MTE - Linux - C - Coding

  05 Feb 2025        2 hrs