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PERFORMANCE AND ARCHITECTURE
Learn SVE and SME programming with SIMD Loops
C - CPP - GCC - Clang - SME2
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Compare Arm Neoverse and Intel x86 top-down performance analysis with PMU counters
GCC - Clang - Perf - topdown-tool - Linux
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Develop a native C++ library on an Arm-based machine
CPP - GCC - Clang - CMake - Google Test
03 Aug 2026 2 hrs
PERFORMANCE AND ARCHITECTURE
Write SIMD code on Arm using Rust
GCC - Clang - Rust - Runbook - Linux
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Use SIMD.info to port SIMD intrinsics across Arm architectures
GCC - Clang - Rust - Runbook - Linux
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Understand the `restrict` keyword in C99
GCC - Clang - SVE2 - Runbook - Linux
03 Aug 2026 30 min
ML
Profile ExecuTorch models with SME2 on Arm
ExecuTorch - Python - CMake - SME2 - macOS
03 Aug 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Porting architecture specific intrinsics
Neon - SVE - Intrinsics - Runbook - Linux
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Optimize C and C++ code using compiler autovectorization techniques
GCC - Clang - Runbook - Linux
03 Aug 2026 45 min
PERFORMANCE AND ARCHITECTURE
Migrate x86-64 SIMD to Arm64
GCC - Clang - Linux
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about integer and floating-point conversions
GCC - Clang - Runbook - Linux
03 Aug 2026 30 min
ML
Create and train a PyTorch model for digit classification using the MNIST dataset
Android Studio - Visual Studio Code - Windows - Linux - macOS
03 Aug 2026 2 hrs 40 min
ML
Build a multimodal retail restocking assistant on Armv9 with MNN
CMake - CPP - Bash - Linux
03 Aug 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Accelerate matrix multiplication performance with SME2
C - Clang - LLVM - SME2 - Linux
03 Aug 2026 1 hr
ML
Analyze Neural Frame Rate Upscaling using Project Moku
Unreal Engine - Vulkan SDK - Visual Studio - Arm Performance Studio - NX
03 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Implement Code level Performance Analysis using the PMUv3 plugin
C - CPP - Python - Runbook - Linux
03 Aug 2026 1 hr
WEB
Tune NGINX performance on Arm-based platforms
NGINX - Runbook - Linux
03 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn about the C++ memory model for porting applications to Arm
CPP - TSan - Runbook - Linux
03 Aug 2026 45 min
CONTAINERS AND VIRTUALIZATION
Use Clair to scan container images and generate vulnerability reports
Docker - Go - Clair - Linux
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Understand Arm Pointer Authentication
Runbook - Linux
31 Jul 2026 30 min
DATABASES
Tune PostgreSQL performance on Arm-based platforms
SQL - PostgreSQL - HammerDB - Runbook - Linux
31 Jul 2026 2 hrs 30 min
DATABASES
Tune MySQL performance on Arm-based platforms
SQL - MySQL - InnoDB - Runbook - Linux
31 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run Spark applications on Microsoft Azure Cobalt 100 processors
Apache Spark - Python - Docker - Linux
31 Jul 2026 1 hr
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
31 Jul 2026 2 hrs
CONTAINERS AND VIRTUALIZATION
Perform Sentiment Analysis on X on Arm-based EKS clusters
Kubernetes - Amazon EKS - Linux
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Optimize application performance with CPU affinity
CPP - Python - taskset - perf - Google Benchmark
31 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Migrate x86 workloads to Arm on Google Kubernetes Engine with Axion processors
Kubernetes - GKE - Skaffold - Cloud Build - Linux
31 Jul 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Migrate applications between Arm platforms using Kiro Arm SoC Migration Power
Kiro - AWS EC2 - GCC - C - CMake
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Migrate and optimize a .NET nopCommerce application on Microsoft Azure
dotnet - csharp - Docker - Azure CLI - PostgreSQL
31 Jul 2026 1 hr 15 min
PERFORMANCE AND ARCHITECTURE
Migrate a .NET application to Azure Cobalt 100
dotnet - Orchard Core - C - Linux
31 Jul 2026 25 min
DATABASES
Learn how to tune Redis
Redis - Runbook - Linux
31 Jul 2026 30 min
WEB
Learn how to tune Envoy
Envoy - Runbook - Linux
31 Jul 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
31 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Learn how to build and deploy a multi-architecture application on Amazon EKS
Kubernetes - Amazon EKS - Linux
31 Jul 2026 1 hr
DATABASES
Increase application performance with libhugetlbfs
MySQL - GCC - Runbook - Linux
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Get started with parallel application development
Fortran - GCC - Linaro Forge - gdb - mpi
31 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Develop and Validate Firmware Pre-Silicon on Arm Neoverse CSS V3
C - Docker - FVP - Linux
31 Jul 2026 1 hr 30 min
CONTAINERS AND VIRTUALIZATION
Deploy Tinkerblox UltraEdge HPC-I for AI and mixed workloads on Arm
Tinkerblox - Linux - other
31 Jul 2026 1 hr
DATABASES
Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers
Terraform - Ansible - Redis - SQL - MySQL
31 Jul 2026 1 hr 30 min
ML
Deploy Phi-4-mini model with ONNX Runtime on Azure Cobalt 100
Python - ONNX Runtime - Linux
31 Jul 2026 30 min
WEB
Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers
Memcached - SQL - MySQL - PostgreSQL - Linux
31 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm virtual machines on Microsoft Azure with Terraform
Terraform - Bastion - Linux
31 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm Instances on Oracle Cloud Infrastructure (OCI) using Terraform
Terraform - Linux
31 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm Instances on AWS using Terraform
Terraform - Bastion - Linux
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Deploy Apache Spark on Google Axion processors
Apache Spark - Python - Linux
31 Jul 2026 1 hr
STORAGE
Deploy Apache Kafka on Arm-based Microsoft Azure Cobalt 100 virtual machines
Kafka - Linux
31 Jul 2026 30 min
CI-CD
Deploy and validate Jenkins on Arm cloud servers
Jenkins - OpenJDK 17 - Docker - Groovy - Linux
31 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy an Amazon EKS cluster with AWS Graviton-based nodes using Rafay
Kubernetes - Amazon EKS - Rafay - NGINX - rctl
31 Jul 2026 1 hr
ML
Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Google Axion processors
Python - Streamlit - Google Axion - Demo - Hugging Face
31 Jul 2026 45 min
CONTAINERS AND VIRTUALIZATION
Deploy a mixed-placement AI shopping assistant on Google Kubernetes Engine with Axion-based compute
Kubernetes - GKE - Docker - Kustomize - Python
31 Jul 2026 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
31 Jul 2026 45 min
STORAGE
Deploy a Kafka Cluster on Arm
Kafka - ZooKeeper - Linux
31 Jul 2026 1 hr 30 min
CONTAINERS AND VIRTUALIZATION
Deploy a .NET application on Microsoft Azure Cobalt 100 VMs
dotnet - Kubernetes - Docker - Linux
31 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Create an Azure Linux 3.0 virtual machine with Cobalt 100 processors
QEMU - Azure CLI - Linux
31 Jul 2026 2 hrs
CONTAINERS AND VIRTUALIZATION
Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service
Terraform - Kubernetes - WordPress - MySQL - Linux
31 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Create an Arm-based Kubernetes cluster on Google Cloud Platform (GCP)
Terraform - Kubernetes - Linux
31 Jul 2026 1 hr
CI-CD
Build multi-architecture applications with Red Hat OpenShift Pipelines on AWS
Tekton - OpenShift - Linux
31 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Build Linux kernels for Arm cloud instances
TuxMake - Linux
31 Jul 2026 1 hr
CI-CD
Build and share Docker images using AWS CodeBuild
Docker - AWS CodeBuild - Linux
31 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Build a CCA Attestation Service on AWS with Veraison
CCA - RME - Runbook - Linux
31 Jul 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Benchmark QuantLib on Azure Cobalt
Azure - Ubuntu - QuantLib - GCC - CMake
31 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Benchmark Linux kernel performance on Arm servers with Fastpath
Fastpath - tuxmake - Linux
31 Jul 2026 1 hr 30 min
MIGRATION TO ARM
Use AWS Lambda for IoT applications running on Arm64
dotnet - Visual Studio Code - Windows
31 Jul 2026 45 min
MIGRATION TO ARM
Use Amazon DynamoDB for your IoT applications running on Arm64
dotnet - Visual Studio Code - Windows
31 Jul 2026 30 min
ML
Understand KleidiAI SME2 matmul microkernels
CPP - KleidiAI - llama.cpp - SME2 - Android
31 Jul 2026 40 min
MIGRATION TO ARM
Run ASP.NET Core Web Server on Arm64
dotnet - Visual Studio Code - Windows
31 Jul 2026 30 min
ML
Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime
CPP - ONNX Runtime - SME2 - Android - Linux
31 Jul 2026 40 min
GAMING
Optimize Unity applications on Android using Neon intrinsics
Unity - csharp - Android
31 Jul 2026 1 hr 30 min
ML
Measure LLM inference performance with KleidiAI and SME2 on Android
SME2 - CPP - llama.cpp - Android - Linux
31 Jul 2026 40 min
PERFORMANCE AND ARCHITECTURE
Identify and optimize code hotspots using Arm Performix through the Arm MCP Server
Arm Performix - MCP - CPP - GitHub Copilot - Linux
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
ML
Train and evaluate Neural Frame Rate Upscaling models using Model Gym
PyTorch - Jupyter Notebook - Vulkan - NX - Linux
30 Jul 2026 45 min
ML
Orchestrate a persistent local AI agent with Hermes on NVIDIA DGX Spark
Python - Docker - Ollama - Linux
29 Jul 2026 1 hr 30 min
ML
Fine-tune PyTorch models on DGX Spark
Python - PyTorch - Docker - Hugging Face - Linux
29 Jul 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
29 Jul 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark
Docker - Python - Linux
29 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Adding Memory Tagging to a Dynamic Memory Allocator
MTE - Linux - C
29 Jul 2026 2 hrs
MIGRATION TO ARM
Use Amazon S3 for your IoT applications running Windows on Arm
Node.js - Visual Studio Code - Windows
28 Jul 2026 30 min
ML
Build a RAG pipeline on Arm-based NVIDIA DGX Spark
Python - llama.cpp - Hugging Face - Linux
28 Jul 2026 1 hr
MIGRATION TO ARM
Integrate AWS Lambda with DynamoDB for IoT applications running Windows on Arm
Node.js - Visual Studio Code - Windows
28 Jul 2026 45 min
MIGRATION TO ARM
Install Arch Linux with the i3 window manager on a Pinebook Pro
i3 - Alacritty - Neovim - Linux
28 Jul 2026 2 hrs
MIGRATION TO ARM
Create IoT applications with Windows on Arm and AWS IoT Core
Node.js - Visual Studio - Windows
28 Jul 2026 2 hrs
ML
Fine-tune neural graphics models using Model Gym
PyTorch - Jupyter Notebook - Vulkan - NX - Linux
28 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Optimize Arm applications and shared libraries with BOLT
BOLT - perf - Runbook - Linux
27 Jul 2026 30 min
ML
Enable neural graphics using ML Extensions for Vulkan
Vulkan - RenderDoc - NX - Windows
22 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Secure Realms during boot using Arm Confidential Compute Architecture BootSync
FVP - RME - CCA - Docker - EDK2
21 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Use the Eigen Linear Algebra Library on Arm
GCC - Clang - Runbook - Linux
06 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Understand floating-point behavior across x86 and Arm architectures
CPP - Linux
06 Jul 2026 30 min
ML
Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp
Python - CPP - Bash - llama.cpp - Linux
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
Run an end-to-end Attestation Flow with Arm CCA
GCC - FVP - RME - CCA - Docker
03 Jul 2026 2 hrs
PERFORMANCE AND ARCHITECTURE
Explore secure device attach in Arm CCA Realms
CCA - RME - Docker - Linux - macOS
03 Jul 2026 1 hr 30 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
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
Prototype safety-critical isolation for autonomous driving systems on Neoverse
Python - Docker - ROS 2 - DDS - Linux
26 Jun 2026 1 hr
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
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
Quantize neural upscaling models with ExecuTorch
ExecuTorch - TorchAO - Vulkan - TOSA - NX
17 Jun 2026 1 hr
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
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 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
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 glibc with Large System Extensions (LSE) for performance improvement
glibc - LSE - MongoDB - Runbook - Linux
17 Jun 2026 1 hr
GRAPHICS
Learn about Arm Fixed Rate Compression (AFRC)
Vulkan - Android
17 Jun 2026 25 min
GRAPHICS
Implement ray tracing effects with Vulkan on Android
Vulkan - Android
17 Jun 2026 2 hrs
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
GRAPHICS
Get started with Arm Accuracy Super Resolution (Arm ASR)
Unreal Engine - Android
17 Jun 2026 40 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
GAMING
Deploy Unity Machine Learning Agents on Arm Android devices
Unity - Android
17 Jun 2026 1 hr
ML
Deploy optimized ML models with ONNX Runtime on Arm platforms
Python - PyTorch - TensorFlow - ONNX - Android
17 Jun 2026 4 hrs
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
PERFORMANCE AND ARCHITECTURE
Characterize the memory subsystem of an Arm Linux system using ASCT
ASCT - Perf - Linux
17 Jun 2026 1 hr
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 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 Hands-Free Selfie Android Application with MediaPipe
Android Studio - Kotlin - MediaPipe - Android
17 Jun 2026 2 hrs
ML
Benchmark a KleidiAI micro-kernel in ExecuTorch
Python - ExecuTorch - XNNPACK - KleidiAI - Linux
17 Jun 2026 30 min
ML
Accelerate LiteRT Models on Android with KleidiAI and SME2
C - Python - SME2 - Android
17 Jun 2026 45 min