AI/ML
Accelerate Generative AI workloads using KleidiAI
CPP - Generative AI - Neon - Runbook - Linux
12 Nov 2026 1 hr
AI/ML
Benchmark BitNet-2B inference on Arm with Litespark-Inference
Python - Linux - macOS
12 Nov 2026 25 min
AI/ML
Build a multimodal retail restocking assistant on Armv9 with MNN
CMake - CPP - Bash - Linux
12 Nov 2026 1 hr 30 min
AI/ML
Build a Reachy Mini MuJoCo simulation on Raspberry Pi
Raspberry Pi - Reachy Mini - Python - MediaPipe - FastAPI
12 Nov 2026 1 hr
Create a new Learning Path
Hugo
12 Nov 2026 1 hr
AI/ML
Deploy models with the Arm AI Portal
Python - Docker - Topo - Arm AI Portal - MCP
12 Nov 2026 30 min
AI/ML
Export and quantize SmolVLA for ONNX Runtime on Arm
Python - PyTorch - TorchAO - ONNX - ONNX Runtime
12 Nov 2026 1 hr
AI/ML
Inspect Arm model artifacts with Google Model Explorer
Model Explorer - ExecuTorch - PyTorch - Python - TOSA
12 Nov 2026 1 hr 30 min
AI/ML
Profile ExecuTorch models with SME2 on Arm
ExecuTorch - Python - CMake - SME2 - macOS
12 Nov 2026 1 hr 30 min
AI/ML
Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp
Python - CPP - Bash - llama.cpp - Linux
12 Nov 2026 1 hr
AI/ML
Train a PyTorch MNIST digit classifier on Arm
Android Studio - Visual Studio Code - Windows - Linux - macOS
12 Nov 2026 2 hrs 40 min
AGENTIC AI
Deploy an MCP server on Raspberry Pi 5 with the OpenAI SDK
Python - AI - Raspberry Pi - MCP - Linux
12 Nov 2026 30 min
AGENTIC AI
Visualize Arm CPU orchestration with Ollama and a local AI agent
Python - Ollama - Generative AI - LLM - Linux
12 Nov 2026 45 min
CONTAINERS AND VIRTUALIZATION
Build a CI/CD pipeline with GitLab on Google Axion
Kubernetes - Docker - GitLab - Linux
03 Nov 2026 30 min
CI-CD
Build multi-architecture images with GitHub Arm-hosted runners
GitHub - Docker - Runbook - Linux
03 Nov 2026 30 min
PERFORMANCE AND ARCHITECTURE
Optimize Adler32 with Neon intrinsics using GitHub Copilot
GCC - Runbook - Linux
03 Nov 2026 45 min
PERFORMANCE AND ARCHITECTURE
Verify PAC/BTI support in an AWS IoT Greengrass component on Arm
AWS IoT Greengrass - Python - Java - MQTT - YAML
03 Nov 2026 30 min
PERFORMANCE AND ARCHITECTURE
Build JetPack Yocto images for NVIDIA Jetson platforms
Yocto - BitBake - Linux
03 Nov 2026 3 hrs
PERFORMANCE AND ARCHITECTURE
Compare Arm and x86 top-down performance with PMU counters
GCC - Clang - Perf - topdown-tool - Linux
03 Nov 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy Tinkerblox UltraEdge HPC-I for AI and mixed workloads on Arm
Tinkerblox - Linux - other
03 Nov 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Expose a ROS 2 system on Arm through Device Connect
ROS 2 - Docker - Python - Zenoh - Linux
03 Nov 2026 30 min
PERFORMANCE AND ARCHITECTURE
Measure LLM decode bandwidth limits on Arm with llama-roofline
llama.cpp - llama-roofline - Python - GCC - CMake
29 Oct 2026 45 min
PERFORMANCE AND ARCHITECTURE
Measure llama.cpp energy per token on a Raspberry Pi 5
llama.cpp - Python - Raspberry Pi - Linux
28 Oct 2026 1 hr
CI-CD
Automate MCP server testing using Pytest and Testcontainers
Python - Pytest - Docker - GitHub Actions - Testcontainers
16 Oct 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Learn how to use Docker
Docker - Linux
07 Oct 2026 30 min
PERFORMANCE AND ARCHITECTURE
Get started with Realm Management Extension (RME)
Trusted Firmware - Arm Development Studio - RME - CCA - Runbook
06 Oct 2026 30 min
PERFORMANCE AND ARCHITECTURE
Accelerate matrix multiplication performance with SME2
C - Clang - LLVM - SME2 - Linux
02 Oct 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn SVE and SME programming with SIMD Loops
C - CPP - GCC - Clang - SME2
25 Sep 2026 30 min
PERFORMANCE AND ARCHITECTURE
Porting architecture specific intrinsics
Neon - SVE - Intrinsics - Runbook - Linux
25 Sep 2026 30 min
CI-CD
Build a CI/CD pipeline using GitLab-hosted Arm runners
GitLab - Docker - C - Linux
09 Sep 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy a Windows on Arm virtual machine on Microsoft Azure
Windows
09 Sep 2026 15 min
PERFORMANCE AND ARCHITECTURE
Distribute a ROS 2 robotic system across Arm devices with Zenoh
ROS 2 - Docker - Raspberry Pi - Zenoh - Linux
08 Sep 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Tune Zenoh for ROS 2 traffic over wireless networks
ROS 2 - rmw_zenoh - Zenoh - Docker - Linux traffic control
01 Sep 2026 2 hrs
PERFORMANCE AND ARCHITECTURE
Sample Instructions with WindowsPerf and Arm SPE
WindowsPerf - Python - perf - Windows
05 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Build and deploy multi-node Zenoh systems on Raspberry Pi
ROS 2 - C - Raspberry Pi - Zenoh - Rust
04 Aug 2026 45 min
PERFORMANCE AND ARCHITECTURE
Optimize SIMD code with vectorization-friendly data layout
GCC - Clang - Runbook - Linux
04 Aug 2026 45 min
PERFORMANCE AND ARCHITECTURE
Learn about integer and floating-point conversions
GCC - Clang - Runbook - Linux
04 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Understand the `restrict` keyword in C99
GCC - Clang - SVE2 - Runbook - Linux
04 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Use SIMD.info to port SIMD intrinsics across Arm architectures
GCC - Clang - Rust - Runbook - Linux
04 Aug 2026 30 min
PERFORMANCE AND ARCHITECTURE
Memory latency for application software developers
GCC - Clang - Runbook - Linux
03 Aug 2026 40 min
CONTAINERS AND VIRTUALIZATION
Deploy containerized workloads to Arm-based Linux targets with Topo
Topo - Docker - SSH - Visual Studio Code - 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
CI-CD
Access remote devices with Remote.It
Remote.It - Linux - Windows - macOS
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
Optimize C and C++ code using compiler autovectorization techniques
GCC - Clang - Runbook - Linux
03 Aug 2026 45 min
PERFORMANCE AND ARCHITECTURE
Use LLVM Machine Code Analyzer to analyze assembly performance on Arm
Assembly - llvm-mca - Runbook - Linux - Windows
03 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Write SIMD code on Arm using Rust
GCC - Clang - Rust - Runbook - Linux
03 Aug 2026 30 min
CONTAINERS AND VIRTUALIZATION
Create and deploy a custom Topo Project
Topo - Docker - SSH - Linux - macOS
15 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Boost C++ performance by optimizing loops with boundary information
CPP - Runbook - Linux
06 Jul 2026 15 min
CONTAINERS AND VIRTUALIZATION
Build multi-architecture container images with Docker Build Cloud
Docker - Linux
06 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about function multiversioning
C - CPP - Runbook - Linux - Android
06 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Understand floating-point behavior across x86 and Arm architectures
CPP - Linux
06 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Use the Eigen Linear Algebra Library on Arm
GCC - Clang - Runbook - Linux
06 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Write a Dynamic Memory Allocator
C - Runbook - Linux
02 Jul 2026 2 hrs