Arm Learning Paths

| FEATURED

ML

Accelerate Generative AI workloads using KleidiAI

CPP - Generative AI - Neon - Runbook - Linux

26 Mar 2026 1 hr

| FEATURED

ML

Run vLLM inference with INT4 quantization on Arm servers

vLLM - LM Evaluation Harness - LLM - Generative AI - Python

23 Feb 2026 1 hr

| FEATURED

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

15 Apr 2026 1 hr

ML

Connect AI agents to edge devices using Device Connect and Strands

Python - Docker - strands-agents - Linux - macOS

24 Apr 2026 30 min

ML

Build a Multimodal Retail Restocking Assistant on Armv9 With MNN

CMake - CPP - Bash - Linux

24 Apr 2026 1 hr 30 min

ML

Add an LLM to your Android app with Arm's AI Chat library

Kotlin - Neon - SVE2 - SME2 - LLM

22 Apr 2026 15 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

20 Apr 2026 30 min

ML

Profile llama.cpp performance with Arm Streamline and KleidiAI LLM kernels

Arm Streamline - CPP - llama.cpp - Profiling - Linux

20 Apr 2026 1 hr

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

20 Apr 2026 20 min

ML

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

Python - PyTorch - Streamlit - Google Axion - Linux

20 Apr 2026 45 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

20 Apr 2026 20 min

ML

Optimize C++ performance with Profile-Guided Optimization and Google Benchmark

Google Benchmark - Runbook - Linux

19 Apr 2026 15 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

19 Apr 2026 1 hr

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

19 Apr 2026 30 min

ML

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

Python - PyTorch - Hugging Face - Linux

19 Apr 2026 20 min

ML

Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp

Google Cloud - Hugging Face - Python - Llama.cpp - Linux

19 Apr 2026 30 min

ML

Deploy Arcee AFM-4.5B on Arm-based AWS Graviton4 with Llama.cpp

AWS - Hugging Face - Python - Llama.cpp - Linux

19 Apr 2026 30 min

ML

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

Python - AWS Graviton - AI - Linux

19 Apr 2026 45 min

ML

Run Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

15 Apr 2026 30 min

ML

Run LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

15 Apr 2026 1 hr

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

15 Apr 2026 1 hr

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

15 Apr 2026 1 hr

ML

Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime

C++ - ONNX Runtime - SME2 - Android - Linux

15 Apr 2026 40 min

ML

Measure LLM inference performance with KleidiAI and SME2 on Android

SME2 - C++ - llama.cpp - Android - Linux

15 Apr 2026 40 min

ML

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

15 Apr 2026 45 min

ML

Enable Neural Super Sampling in Unreal Engine with ML Extensions

Unreal Engine - Vulkan SDK - Visual Studio - NX - Windows

15 Apr 2026 30 min

ML

Enable neural graphics using ML Extensions for Vulkan

Vulkan - RenderDoc - NX - Windows

15 Apr 2026 30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

15 Apr 2026 30 min

ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

15 Apr 2026 4 hrs

ML

Build an Android chat application with ONNX Runtime API

Kotlin - CPP - ONNX Runtime - Android - Hugging Face

15 Apr 2026 1 hr

ML

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Java - CPP - Python - Hugging Face - ExecuTorch

15 Apr 2026 1 hr

ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

15 Apr 2026 2 hrs

ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

15 Apr 2026 1 hr

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

15 Apr 2026 30 min

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

15 Apr 2026 45 min

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

15 Apr 2026 1 hr

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

15 Apr 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

15 Apr 2026 1 hr 30 min

ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

15 Apr 2026 1 hr

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 2 hrs

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

15 Apr 2026 1 hr 30 min

ML

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

tinyML - Computer Vision - Edge AI - CNN - PyTorch

15 Apr 2026 1 hr

ML

Build and run a letter recognition NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Baremetal

15 Apr 2026 1 hr

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - Generative AI - Raspberry Pi - Hugging Face - ExecuTorch

15 Apr 2026 1 hr

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - Generative AI - Raspberry Pi - Python - Hugging Face

15 Apr 2026 30 min

ML

Navigate Machine Learning development with Ethos-U processors

FVP - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

15 Apr 2026 10 min

ML

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

15 Apr 2026 2 hrs

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

15 Apr 2026 1 hr

ML

Build and run the Arm Machine Learning Evaluation Kit examples

Arm Virtual Hardware - FVP - GCC - Arm Compiler for Embedded - Baremetal

15 Apr 2026 30 min

ML

Build a Privacy-First LLM Smart Home on Raspberry Pi 5

Python - Ollama - FastAPI - Raspberry Pi - Linux

15 Apr 2026 45 min

ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

15 Apr 2026 2 hrs

ML

Learn how to run AI on Edge devices using Arduino Nano RP2040

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

15 Apr 2026 1 hr 30 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 40 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

15 Apr 2026 1 hr

ML

Build and run Arm Total Solutions for IoT

Arm Virtual Hardware - FVP - Arm Compiler for Embedded - Baremetal - RTOS

15 Apr 2026 30 min

ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

13 Apr 2026 30 min

ML

Build ML Workflow Pipelines with Flyte and gRPC on Google Cloud C4A Axion processors

Flyte - Python - gRPC - Linux

09 Apr 2026 30 min

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

31 Mar 2026 30 min

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

27 Mar 2026 1 hr 30 min

ML

Create and train a PyTorch model for digit classification using the MNIST dataset

Android Studio - Visual Studio Code - Windows - Linux - macOS

26 Mar 2026 2 hrs 40 min

ML

Deploy an MCP Server on Raspberry Pi 5 for AI Agent Interaction using OpenAI SDK

Python - AI - Raspberry Pi - MCP - Linux

26 Mar 2026 30 min

ML

Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp

Python - CPP - Bash - llama.cpp - Linux

25 Mar 2026 1 hr

ML

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

20 Mar 2026 2 hrs

ML

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

LLM - Generative AI - Python - Demo - Hugging Face

13 Mar 2026 30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

13 Mar 2026 30 min

ML

Understand KleidiAI SME2 matmul microkernels

C++ - KleidiAI - llama.cpp - SME2 - Android

06 Mar 2026 40 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

23 Feb 2026 15 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

23 Feb 2026 10 min

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

23 Feb 2026 30 min

ML

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

Python - PyTorch - Hugging Face - Linux

23 Feb 2026 20 min

ML

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

LLM - Generative AI - Python - PyTorch - Hugging Face

23 Feb 2026 30 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

23 Feb 2026 20 min

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - Generative AI - Python - Hugging Face

23 Feb 2026 45 min

ML

Run distributed inference with llama.cpp on Arm-based AWS Graviton4 instances

LLM - Generative AI - AWS - Linux

20 Feb 2026 30 min

ML

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

Python - ONNX Runtime - Linux

20 Feb 2026 30 min

ML

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

Python - Streamlit - Google Axion - Demo - Hugging Face

20 Feb 2026 45 min

ML

Deploy TensorFlow on Google Cloud C4A (Arm-based Axion VMs)

TensorFlow - Python - Keras - Linux

20 Feb 2026 30 min

ML

Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100

Python - ONNX Runtime - Linux

20 Feb 2026 1 hr

ML

Build and run an image classification NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Baremetal

30 Jan 2026 1 hr

Tag: AI

Filter

Accelerate Generative AI workloads using KleidiAI

Run vLLM inference with INT4 quantization on Arm servers

Fine-tune PyTorch models on DGX Spark

Connect AI agents to edge devices using Device Connect and Strands

Build a Multimodal Retail Restocking Assistant on Armv9 With MNN

Add an LLM to your Android app with Arm's AI Chat library

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Profile llama.cpp performance with Arm Streamline and KleidiAI LLM kernels

Measure Machine Learning Inference Performance on Arm servers

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

Build a RAG application using Zilliz Cloud on Arm servers

Optimize C++ performance with Profile-Guided Optimization and Google Benchmark

Deploy ModelScope FunASR Model on Arm Servers

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

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

Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp

Deploy Arcee AFM-4.5B on Arm-based AWS Graviton4 with Llama.cpp

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

Run Vision LLM inference on Android with KleidiAI and MNN

Run LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Quantize neural upscaling models with ExecuTorch

Profile the Performance of AI and ML Mobile Applications on Arm

Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime

Measure LLM inference performance with KleidiAI and SME2 on Android

Fine-tune neural graphics models using Model Gym

Enable Neural Super Sampling in Unreal Engine with ML Extensions

Enable neural graphics using ML Extensions for Vulkan

Detect faces with OpenCV on Android Devices

Deploy optimized ML models with ONNX Runtime on Arm platforms

Build an Android chat application with ONNX Runtime API

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Build a Hands-Free Selfie Android Application with MediaPipe

Build a customer support chatbot on Android with Llama and ExecuTorch

Benchmark a KleidiAI micro-kernel in ExecuTorch

Accelerate LiteRT Models on Android with KleidiAI and SME2

Run Phi-3 on Windows on Arm using ONNX Runtime

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Build Robot Simulation and Reinforcement Learning Workflows with Isaac Sim and Isaac Lab on DGX Spark

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Run a Computer Vision Model on a Himax Microcontroller

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

Build and run a letter recognition NN model on an STM32L4 Discovery board

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

Run a local LLM chatbot on a Raspberry Pi 5

Navigate Machine Learning development with Ethos-U processors

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Create a ChatGPT voice bot on a Raspberry Pi

Build and run the Arm Machine Learning Evaluation Kit examples

Build a Privacy-First LLM Smart Home on Raspberry Pi 5

Use Linux on the NXP FRDM i.MX 93 board

Learn how to run AI on Edge devices using Arduino Nano RP2040

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Get started with object detection using a Jetson Orin Nano

Build and run Arm Total Solutions for IoT

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Build ML Workflow Pipelines with Flyte and gRPC on Google Cloud C4A Axion processors

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Profile ExecuTorch models with SME2 on Arm

Create and train a PyTorch model for digit classification using the MNIST dataset

Deploy an MCP Server on Raspberry Pi 5 for AI Agent Interaction using OpenAI SDK

Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

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

Port Code to Arm Scalable Vector Extension (SVE)

Understand KleidiAI SME2 matmul microkernels

Accelerate Whisper on Arm with Hugging Face Transformers

Run Text Classification with ThirdAI on Arm servers

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

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

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

Measure and accelerate PyTorch Inference on Arm servers

Build and Run vLLM on Arm Servers

Run distributed inference with llama.cpp on Arm-based AWS Graviton4 instances

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

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

Deploy TensorFlow on Google Cloud C4A (Arm-based Axion VMs)

Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100