Arm Learning Paths

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

05 Sep 2025 2 hrs

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - C++ - Python - Git - CMake

05 Sep 2025 1 hr

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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

05 Sep 2025 1 hr

ML

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

LLM - Generative AI - AWS - Linux

05 Sep 2025 30 min

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

05 Sep 2025 30 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

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

05 Sep 2025 30 min

ML

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

LLM - Generative AI - Python - PyTorch - Hugging Face

05 Sep 2025 30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - NEON - armie - GCC - armclang

05 Sep 2025 30 min

ML

Navigate Machine Learning development with Ethos-U processors

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

05 Sep 2025 10 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

05 Sep 2025 40 min

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

05 Sep 2025 30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

05 Sep 2025 1 hr

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

05 Sep 2025 30 min

ML

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

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

05 Sep 2025 30 min

ML

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

LLM - Generative AI - Python - Demo - Hugging Face

05 Sep 2025 30 min

ML

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

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

05 Sep 2025 2 hrs 40 min

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - Generative AI - Python - Hugging Face

05 Sep 2025 45 min

ML

Build and run the Arm Machine Learning Evaluation Kit examples

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

05 Sep 2025 30 min

ML

Build and run Arm Total Solutions for IoT

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

05 Sep 2025 30 min

ML

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

TensorFlow - STM32 - Baremetal

05 Sep 2025 1 hr

ML

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

TensorFlow - STM32 - Baremetal

05 Sep 2025 1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Hugging Face

05 Sep 2025 1 hr

ML

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

Java - C++ - Python - Hugging Face - macOS

05 Sep 2025 1 hr

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

05 Sep 2025 20 min

ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

05 Sep 2025 2 hrs

ML

Accelerate Generative AI workloads using KleidiAI

C++ - Generative AI - NEON - Runbook - Linux

05 Sep 2025 1 hr

ML

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

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

21 Aug 2025 30 min

ML

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

Python - Ollama - gpiozero - lgpio - FastAPI

19 Aug 2025 45 min

ML

Neural Super Sampling in Unreal Engine

Unreal Engine - Vulkan SDK - Visual Studio - Windows

12 Aug 2025 30 min

ML

Get started with neural graphics using ML Extensions for Vulkan®

Vulkan - RenderDoc - Windows

12 Aug 2025 30 min

ML

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

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

21 Jul 2025 1 hr 30 min

ML

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

Python - ONNX Runtime - Linux

08 Jul 2025 30 min

ML

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

Python - AI - Raspberry Pi - MCP - Linux

02 Jun 2025 30 min

ML

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

Python - PyTorch - Hugging Face - Linux

02 Jun 2025 20 min

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

02 Jun 2025 1 hr 30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

02 Jun 2025 1 hr

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

02 Jun 2025 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

02 Jun 2025 45 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

02 Jun 2025 15 min

ML

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

Python - PyTorch - Hugging Face - Linux

02 Jun 2025 20 min

ML

Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

15 May 2025 30 min

ML

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

Google Benchmark - Runbook - Linux

10 May 2025 15 min

ML

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

Python - AWS Graviton - AI - Linux

02 May 2025 45 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

02 May 2025 30 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

02 May 2025 30 min

ML

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

Python - PyTorch - Streamlit - Google Axion - Linux

02 May 2025 45 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

02 Apr 2025 1 hr

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

25 Mar 2025 20 min

ML

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Python - AWS CDK - GitHub - Linux

06 Mar 2025 30 min

ML

Build a GitHub Copilot Extension in Python

Python - GitHub - Linux

03 Mar 2025 20 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

12 Feb 2025 20 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

05 Feb 2025 30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

05 Feb 2025 10 min

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

05 Feb 2025 1 hr

Tag: ML

Filter

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Run Phi-3 on Windows on Arm using ONNX Runtime

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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 local LLM chatbot on a Raspberry Pi 5

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

Port Code to Arm Scalable Vector Extension (SVE)

Navigate Machine Learning development with Ethos-U processors

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Deploy ModelScope FunASR Model on Arm Servers

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

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

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 and Run vLLM on Arm Servers

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 an Android chat application with ONNX Runtime API

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

Build a RAG application using Zilliz Cloud on Arm servers

Build a Hands-Free Selfie Android Application with MediaPipe

Accelerate Generative AI workloads using KleidiAI

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

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

Neural Super Sampling in Unreal Engine

Get started with neural graphics using ML Extensions for Vulkan®

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

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

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

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

Run a Computer Vision Model on a Himax Microcontroller

Profile the Performance of AI and ML Mobile Applications on Arm

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

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

Accelerate Whisper on Arm with Hugging Face Transformers

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

Vision LLM inference on Android with KleidiAI and MNN

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

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

Create a RAG-based GitHub Copilot Extension in Python

Detect faces with OpenCV on Android Devices

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

Get started with object detection using a Jetson Orin Nano

Measure Machine Learning Inference Performance on Arm servers

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Build a GitHub Copilot Extension in Python

Measure and accelerate PyTorch Inference on Arm servers

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Run Text Classification with ThirdAI on Arm servers

Create a ChatGPT voice bot on a Raspberry Pi