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PERFORMANCE AND ARCHITECTURE
Accelerate Denoising, Background Blur and Low-Light Camera Effects with SME2
CPP - Docker - SME2 - Linux - macOS
05 Aug 2026 30 min
ML
Build an Android chat application with ONNX Runtime API
Kotlin - CPP - ONNX Runtime - Android - Hugging Face
05 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Optimize image processing on Android using Halide
Android Studio - Halide - CPP - Kotlin - CMake
05 Aug 2026 3 hrs
GRAPHICS
Build and profile a simple WebGPU Android Application
Java - Kotlin - CPP - Python - macOS
05 Aug 2026 1 hr 30 min
ML
Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK
Java - CPP - Python - Hugging Face - ExecuTorch
05 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn SVE and SME programming with SIMD Loops
C - CPP - GCC - Clang - SME2
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
ML
Build a multimodal retail restocking assistant on Armv9 with MNN
CMake - CPP - Bash - Linux
03 Aug 2026 1 hr 30 min
ML
Accelerate Generative AI workloads using KleidiAI
CPP - Generative AI - Neon - Runbook - Linux
03 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Implement Code level Performance Analysis using the PMUv3 plugin
C - CPP - Python - Runbook - Linux
03 Aug 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn about optimization techniques using the g++ compiler
CPP - 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
PERFORMANCE AND ARCHITECTURE
Optimize exponential functions with FEXPA
C - CPP - Linux - macOS
31 Jul 2026 15 min
PERFORMANCE AND ARCHITECTURE
Optimize application performance with CPU affinity
CPP - Python - taskset - perf - Google Benchmark
31 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Migrate applications that leverage performance libraries
Arm Compiler for Linux - CPP - Runbook - Linux
31 Jul 2026 1 hr
ML
Understand KleidiAI SME2 matmul microkernels
CPP - KleidiAI - llama.cpp - SME2 - Android
31 Jul 2026 40 min
ML
Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime
CPP - ONNX Runtime - SME2 - Android - Linux
31 Jul 2026 40 min
PERFORMANCE AND ARCHITECTURE
Optimize memory access behavior using Arm Performix and the Arm MCP Server
Arm Performix - MCP - CPP - CMake - Python
31 Jul 2026 45 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
PERFORMANCE AND ARCHITECTURE
Find Code Hotspots with Arm Performix
Arm Performix - CPP - Runbook - 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
MIGRATION TO ARM
Port applications to Arm64 using Arm64EC
C - CPP - Qt - Windows
28 Jul 2026 1 hr 30 min
MIGRATION TO ARM
Build and run a native Windows on Arm Qt application
C - CPP - Qt - Windows
28 Jul 2026 20 min
PERFORMANCE AND ARCHITECTURE
Accelerate multimodal Voice Assistant performance with KleidiAI and SME2
Java - Kotlin - CPP - SME2 - Arm Performance Studio
06 Jul 2026 30 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
Boost C++ performance by optimizing loops with boundary information
CPP - Runbook - Linux
06 Jul 2026 15 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
PERFORMANCE AND ARCHITECTURE
Generate audio with Stable Audio Open Small on LiteRT
CPP - Python - Hugging Face - Linux - Android
19 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run Process watch on your Arm machine
bpftool - libbpf - Capstone - C - CPP
17 Jun 2026 20 min
ML
Run Phi-3 on Windows on Arm using ONNX Runtime
Visual Studio - CPP - Python - Git - CMake
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
PERFORMANCE AND ARCHITECTURE
Optimize graphics vertex efficiency for Arm GPUs
C - CPP - Android
17 Jun 2026 10 min
MIGRATION TO ARM
How to port the Win32 library to Arm64
C - CPP - Windows
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Generate audio with Stable Audio Open Small using ExecuTorch
CPP - Python - Hugging Face - ExecuTorch - Linux
17 Jun 2026 45 min
MIGRATION TO ARM
Develop desktop applications with Chromium Embedded Framework on Windows on Arm
CPP - CMake - HTML - JavaScript - CSS
17 Jun 2026 30 min
MIGRATION TO ARM
Create OpenCV applications on Windows on Arm
Visual Studio - Clang - OpenCV - CPP - Windows
17 Jun 2026 1 hr 30 min