Arm Learning Paths

| FEATURED

ML

Accelerate Generative AI workloads using KleidiAI

CPP - Generative AI - Neon - Runbook - Linux

17 Jun 2026 1 hr

| FEATURED

ML

Run vLLM inference with INT4 quantization on Arm servers

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

17 Jun 2026 1 hr

| FEATURED

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

17 Jun 2026 1 hr

ML

Build an on-device AI fitness tutor app on Android

Android Studio - Kotlin - CameraX - MediaPipe - LLM

22 Jul 2026 1 hr 30 min

ML

Run a local AI agent with Ollama to visualize CPU orchestration on Arm

Python - Ollama - Generative AI - LLM - Linux

13 Jul 2026 45 min

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

08 Jul 2026 30 min

ML

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

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

08 Jul 2026 2 hrs

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

ML

Build an edge AI Reachy Mini app with Raspberry Pi, MediaPipe, and MuJoCo

Raspberry Pi - Reachy Mini - Python - MediaPipe - FastAPI

06 Jul 2026 1 hr

ML

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

Python - PyTorch - Hugging Face - Linux

01 Jul 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

26 Jun 2026 30 min

ML

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

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

26 Jun 2026 30 min

ML

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

Python - AWS Graviton - AI - Linux

26 Jun 2026 45 min

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

22 Jun 2026 2 hrs

ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

22 Jun 2026 2 hrs

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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

22 Jun 2026 1 hr

ML

Run a local LLM chatbot on a Raspberry Pi 5

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

22 Jun 2026 30 min

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

22 Jun 2026 1 hr 30 min

ML

Navigate Machine Learning development with Ethos-U processors

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

22 Jun 2026 10 min

ML

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

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

22 Jun 2026 1 hr 30 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

22 Jun 2026 40 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

22 Jun 2026 1 hr

ML

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

tinyML - Computer Vision - Edge AI - CNN - PyTorch

22 Jun 2026 1 hr

ML

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

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

22 Jun 2026 2 hrs

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

22 Jun 2026 1 hr

ML

Build and run the Arm Machine Learning Evaluation Kit examples

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

22 Jun 2026 30 min

ML

Build and run Arm Total Solutions for IoT

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

22 Jun 2026 30 min

ML

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

TensorFlow - STM32 - Baremetal

22 Jun 2026 1 hr

ML

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

TensorFlow - STM32 - Baremetal

22 Jun 2026 1 hr

ML

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

Python - Ollama - FastAPI - Raspberry Pi - Linux

22 Jun 2026 45 min

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

22 Jun 2026 45 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

17 Jun 2026 30 min

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

17 Jun 2026 1 hr

ML

Understand KleidiAI SME2 matmul microkernels

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

17 Jun 2026 40 min

ML

Train and deploy XGBoost models on Google Cloud C4A Axion VM

XGBoost - Python - scikit-learn - Flask - Linux

17 Jun 2026 1 hr 30 min

ML

Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs

DeepSpeed - PyTorch - Python - Linux

17 Jun 2026 30 min

ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

17 Jun 2026 30 min

ML

Run vLLM inference with quantized models and benchmark on Arm servers

vLLM - Python - PyTorch - Hugging Face - Linux

17 Jun 2026 1 hr

ML

Run Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

17 Jun 2026 30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

17 Jun 2026 10 min

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

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

LLM - Generative AI - AWS - Linux

17 Jun 2026 30 min

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

17 Jun 2026 30 min

ML

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

Python - PyTorch - Hugging Face - Linux

17 Jun 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

17 Jun 2026 30 min

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

17 Jun 2026 1 hr

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

17 Jun 2026 1 hr

ML

Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime

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

17 Jun 2026 40 min

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

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

17 Jun 2026 1 hr 30 min

ML

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

17 Jun 2026 45 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

17 Jun 2026 30 min

ML

Orchestrate a persistent local AI agent with Hermes on NVIDIA DGX Spark

Python - Docker - Ollama - Linux

17 Jun 2026 1 hr 30 min

ML

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

Google Benchmark - Runbook - Linux

17 Jun 2026 15 min

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

17 Jun 2026 20 min

ML

Measure LLM inference performance with KleidiAI and SME2 on Android

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

17 Jun 2026 40 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

17 Jun 2026 20 min

ML

Manage the ML lifecycle with MLflow on Google Cloud C4A Axion VM

MLflow - Python - scikit-learn - Linux

17 Jun 2026 30 min

ML

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

17 Jun 2026 45 min

ML

Enable Neural Super Sampling in Unreal Engine with ML Extensions

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

17 Jun 2026 30 min

ML

Enable neural graphics using ML Extensions for Vulkan

Vulkan - RenderDoc - NX - Windows

17 Jun 2026 30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

17 Jun 2026 30 min

ML

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

TensorFlow - Python - Keras - Linux

17 Jun 2026 30 min

ML

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

Python - ONNX Runtime - Linux

17 Jun 2026 1 hr

ML

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

Python - ONNX Runtime - Linux

17 Jun 2026 30 min

ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

17 Jun 2026 4 hrs

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

17 Jun 2026 1 hr

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

17 Jun 2026 30 min

ML

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

Python - AI - Raspberry Pi - MCP - Linux

17 Jun 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

17 Jun 2026 45 min

ML

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

Python - PyTorch - Streamlit - Google Axion - Linux

17 Jun 2026 45 min

ML

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

LLM - Generative AI - Python - Demo - Hugging Face

17 Jun 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

17 Jun 2026 2 hrs 40 min

ML

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

Python - Bash - IsaacSim - IsaacLab - Linux

17 Jun 2026 1 hr 30 min

ML

Build RAG applications with LlamaIndex on a Google Cloud C4A virtual machine

LlamaIndex - Python - ChromaDB - Ollama - FastAPI

17 Jun 2026 30 min

ML

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

Flyte - Python - gRPC - Linux

17 Jun 2026 30 min

ML

Build computer vision pipelines with OpenCV on a Google Cloud C4A Axion VM

OpenCV - Python - NumPy - Flask - Linux

17 Jun 2026 45 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 an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Java - CPP - Python - Hugging Face - ExecuTorch

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 RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

17 Jun 2026 1 hr

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

17 Jun 2026 20 min

ML

Build a Multimodal Retail Restocking Assistant on Armv9 With MNN

CMake - CPP - Bash - Linux

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

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

17 Jun 2026 1 hr

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

17 Jun 2026 30 min

ML

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

Kotlin - Neon - SVE2 - SME2 - LLM

17 Jun 2026 15 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

17 Jun 2026 15 min

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

17 Jun 2026 45 min

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

Build an on-device AI fitness tutor app on Android

Run a local AI agent with Ollama to visualize CPU orchestration on Arm

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

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

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

Build an edge AI Reachy Mini app with Raspberry Pi, MediaPipe, and MuJoCo

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

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Use Linux on the NXP FRDM i.MX 93 board

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

Run a local LLM chatbot on a Raspberry Pi 5

Run a Computer Vision Model on a Himax Microcontroller

Navigate Machine Learning development with Ethos-U processors

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

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

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 and run Arm Total Solutions for IoT

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

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

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

Build and run vLLM on Arm servers

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Understand KleidiAI SME2 matmul microkernels

Train and deploy XGBoost models on Google Cloud C4A Axion VM

Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Run vLLM inference with quantized models and benchmark on Arm servers

Run Vision LLM inference on Android with KleidiAI and MNN

Run Text Classification with ThirdAI on Arm servers

Run Phi-3 on Windows on Arm using ONNX Runtime

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

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

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

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

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

Profile ExecuTorch models with SME2 on Arm

Prepare models for neural graphics with Arm neural technology

Port Code to Arm Scalable Vector Extension (SVE)

Orchestrate a persistent local AI agent with Hermes on NVIDIA DGX Spark

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

Measure Machine Learning Inference Performance on Arm servers

Measure LLM inference performance with KleidiAI and SME2 on Android

Measure and accelerate PyTorch Inference on Arm servers

Manage the ML lifecycle with MLflow on Google Cloud C4A Axion VM

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

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

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

Deploy optimized ML models with ONNX Runtime on Arm platforms

Deploy ModelScope FunASR Model on Arm Servers

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

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

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

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

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

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

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

Build RAG applications with LlamaIndex on a Google Cloud C4A virtual machine

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

Build computer vision pipelines with OpenCV on a Google Cloud C4A Axion VM