Arm Learning Paths

ML

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

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

20 Feb 2026 30 min

ML

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

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

20 Feb 2026 30 min

ML

Run vLLM inference with INT4 quantization on Arm servers

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

20 Feb 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Run Spark applications on Microsoft Azure Cobalt 100 processors

Apache Spark - Python - Docker - Linux

20 Feb 2026 1 hr

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

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

Python - ONNX Runtime - Linux

20 Feb 2026 30 min

PERFORMANCE AND ARCHITECTURE

Deploy Apache Spark on Google Axion processors

Apache Spark - Python - Linux

20 Feb 2026 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

20 Feb 2026 45 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

20 Feb 2026 15 min

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - macOS - Android

19 Feb 2026 1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark

Docker - Python - Linux

13 Feb 2026 1 hr

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

30 Jan 2026 1 hr

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

30 Jan 2026 30 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

29 Jan 2026 30 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

29 Jan 2026 30 min

ML

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

Python - CPP - Bash - llama.cpp - Linux

16 Jan 2026 1 hr

DATABASES

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

RabbitMQ - Erlang - Python - pika - Linux

16 Jan 2026 30 min

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

C++ - Python - taskset - perf - Google Benchmark

16 Jan 2026 30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

14 Jan 2026 1 hr 30 min

ML

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

Python - Ollama - gpiozero - lgpio - FastAPI

14 Jan 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

13 Jan 2026 30 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

10 Jan 2026 45 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

09 Jan 2026 10 min

ML

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

Java - CPP - Python - Hugging Face - ExecuTorch

07 Jan 2026 1 hr

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

06 Jan 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - CPP - Python - Runbook - Linux

06 Jan 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

CPP - Python - Hugging Face - Linux - Android

06 Jan 2026 30 min

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

19 Dec 2025 1 hr 30 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

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

19 Dec 2025 30 min

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

18 Dec 2025 30 min

CONTAINERS AND VIRTUALIZATION

Prototype safety-critical isolation for autonomous driving systems on Neoverse

Python - Docker - ROS 2 - DDS - Linux

18 Dec 2025 1 hr

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

18 Dec 2025 1 hr

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

18 Dec 2025 30 min

ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

18 Dec 2025 1 hr

ML

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

Python - AI - Raspberry Pi - MCP - Linux

18 Dec 2025 30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

18 Dec 2025 1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Python - Docker - ROS 2 - Linux

18 Dec 2025 1 hr

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - Android

15 Dec 2025 45 min

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

10 Dec 2025 3 hrs

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

11 Nov 2025 2 hrs

ML

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

LLM - Generative AI - Python - PyTorch - Hugging Face

11 Nov 2025 30 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

11 Nov 2025 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

11 Nov 2025 45 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

08 Nov 2025 40 min

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - Generative AI - Python - Hugging Face

23 Oct 2025 45 min

ML

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

Python - PyTorch - Hugging Face - Linux

15 Oct 2025 20 min

WEB

Learn how to deploy a Django application

Django - Python - NGINX - PostgreSQL - Linux

05 Sep 2025 30 min

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

05 Sep 2025 30 min

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

09 Jun 2025 45 min

ML

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

Python - PyTorch - Hugging Face - Linux

02 Jun 2025 20 min

LIBRARIES

Getting started with CMSIS-DSP using Python

CMSIS-DSP - Python - C - Jupyter Notebook - NumPy

09 May 2025 45 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

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

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

05 Feb 2025 1 hr

Tag: Python

Filter

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

Run vLLM inference with INT4 quantization on Arm servers

Run Spark applications on Microsoft Azure Cobalt 100 processors

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 Apache Spark on Google Axion processors

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

Accelerate Whisper on Arm with Hugging Face Transformers

Profile ExecuTorch models with SME2 on Arm

Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark

Create a ChatGPT voice bot on a Raspberry Pi

Build native Windows on Arm applications with Python

Sampling CPython with WindowsPerf

Sample Instructions with WindowsPerf and Arm SPE

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

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

Optimize application performance with CPU affinity

Build and profile a simple WebGPU Android Application

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

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

Generate audio with Stable Audio Open Small using ExecuTorch

Get ready for performance analysis with Sysreport

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

Run Phi-3 on Windows on Arm using ONNX Runtime

Implement Code level Performance Analysis using the PMUv3 plugin

Generate audio with Stable Audio Open Small on LiteRT

Run a Computer Vision Model on a Himax Microcontroller

Run a local LLM chatbot on a Raspberry Pi 5

Benchmark a KleidiAI micro-kernel in ExecuTorch

Prototype safety-critical isolation for autonomous driving systems on Neoverse

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

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

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

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

Deploy ModelScope FunASR Model on Arm Servers

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Accelerate LiteRT Models on Android with KleidiAI and SME2

Build IoT Solutions in Azure for Arm Devices

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

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

Build a RAG application using Zilliz Cloud on Arm servers

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

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Build and Run vLLM on Arm Servers

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

Learn how to deploy a Django application

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

Run AI models with Docker Model Runner

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

Getting started with CMSIS-DSP using Python

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

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

Optimize MLOps with Arm-hosted GitHub Runners