Arm Learning Paths

ML

Connect AI agents to edge devices using Device Connect and Strands

Python - Docker - strands-agents - Linux - macOS

24 Apr 2026 30 min

LIBRARIES

Device-to-Device communication with Device Connect

Python - Linux - macOS - Windows

24 Apr 2026 25 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

20 Apr 2026 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

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

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

19 Apr 2026 1 hr

WEB

Learn how to deploy a Django application

Django - Python - NGINX - PostgreSQL - Linux

19 Apr 2026 30 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

PERFORMANCE AND ARCHITECTURE

Deploy High-Performance Analytics with Apache Arrow and Arrow Flight on Google Cloud C4A Axion processors

Apache Arrow - Arrow Flight - Python - MinIO - Linux

19 Apr 2026 30 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

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

15 Apr 2026 45 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

CPP - Python - Hugging Face - Linux - Android

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

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

15 Apr 2026 1 hr 30 min

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 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

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

15 Apr 2026 30 min

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

15 Apr 2026 1 hr

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

15 Apr 2026 30 min

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

15 Apr 2026 1 hr

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

15 Apr 2026 45 min

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - 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

PERFORMANCE AND ARCHITECTURE

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

Docker - Python - Linux

15 Apr 2026 1 hr

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

Run a local LLM chatbot on a Raspberry Pi 5

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

15 Apr 2026 30 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 a Privacy-First LLM Smart Home on Raspberry Pi 5

Python - Ollama - FastAPI - Raspberry Pi - Linux

15 Apr 2026 45 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

15 Apr 2026 40 min

ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

13 Apr 2026 30 min

DATABASES

Deploy Redis on Azure Cobalt 100 Arm64 virtual machines for real-time messaging and event processing

Redis - Python - Linux

09 Apr 2026 30 min

DATABASES

Build Semantic Search and Chatbot Retrieval Systems with Qdrant on Google Cloud C4A Axion processors

Qdrant - Python - Sentence Transformers - Docker - Linux

09 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

DATABASES

Deploy MinIO on Azure Cobalt 100

MinIO - Python - boto3 - Linux

09 Apr 2026 30 min

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

06 Apr 2026 3 hrs

LIBRARIES

Getting started with CMSIS-DSP using Python

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

31 Mar 2026 45 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

30 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

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

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

24 Mar 2026 1 hr

CONTAINERS AND VIRTUALIZATION

Prototype safety-critical isolation for autonomous driving systems on Neoverse

Python - Docker - ROS 2 - DDS - Linux

24 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

CONTAINERS AND VIRTUALIZATION

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Python - Docker - ROS 2 - Linux

20 Mar 2026 1 hr

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

DATABASES

Deploy a live sensor dashboard with TimescaleDB and Grafana on Google Cloud C4A

TimescaleDB - PostgreSQL - Python - Grafana - psycopg2

25 Feb 2026 45 min

ML

Run vLLM inference with INT4 quantization on Arm servers

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

23 Feb 2026 1 hr

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

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

23 Feb 2026 30 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

23 Feb 2026 10 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

DATABASES

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

RabbitMQ - Erlang - Python - pika - 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

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

PERFORMANCE AND ARCHITECTURE

Deploy Apache Spark on Google Axion processors

Apache Spark - Python - Linux

20 Feb 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

Tag: Python

Filter

Connect AI agents to edge devices using Device Connect and Strands

Device-to-Device communication with Device Connect

Use Keras Core with TensorFlow, PyTorch, and JAX backends

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 MLOps with Arm-hosted GitHub Runners

Learn how to deploy a Django application

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 High-Performance Analytics with Apache Arrow and Arrow Flight on Google Cloud C4A Axion processors

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

Generate audio with Stable Audio Open Small using ExecuTorch

Generate audio with Stable Audio Open Small on LiteRT

Deploy optimized ML models with ONNX Runtime on Arm platforms

Build and profile a simple WebGPU Android Application

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

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

Sampling CPython with WindowsPerf

Run Phi-3 on Windows on Arm using ONNX Runtime

Build native Windows on Arm applications with Python

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Run AI models with Docker Model Runner

Fine-tune PyTorch models on DGX Spark

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

Build an offline voice chatbot with faster-whisper and vLLM 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

Run a local LLM chatbot on a Raspberry Pi 5

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

Create a ChatGPT voice bot on a Raspberry Pi

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

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Deploy Redis on Azure Cobalt 100 Arm64 virtual machines for real-time messaging and event processing

Build Semantic Search and Chatbot Retrieval Systems with Qdrant on Google Cloud C4A Axion processors

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

Deploy MinIO on Azure Cobalt 100

Build IoT Solutions in Azure for Arm Devices

Getting started with CMSIS-DSP using Python

Sample Instructions with WindowsPerf and Arm SPE

Profile ExecuTorch models with SME2 on Arm

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

Automate MCP server testing using Pytest and Testcontainers

Prototype safety-critical isolation for autonomous driving systems on Neoverse

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

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

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

Deploy a live sensor dashboard with TimescaleDB and Grafana on Google Cloud C4A

Run vLLM inference with INT4 quantization on Arm servers

Optimize application performance with CPU affinity

Get ready for performance analysis with Sysreport

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

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

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

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 Apache Spark on Google Axion processors

Implement Code level Performance Analysis using the PMUv3 plugin