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Automotive Embedded and Microcontrollers Laptops and Desktops Mobile, Graphics, and Gaming Servers and Cloud Computing
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Displaying 93 of 93 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Measure and compare performance per watt on an Arm Linux system

CPUFreq - cpupower - hwmon - OpenSSL - Python

  07 Aug 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  05 Aug 2026        30 min

ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

  05 Aug 2026        1 hr

GRAPHICS

Build and profile a simple WebGPU Android Application

Java - Kotlin - CPP - Python - macOS

  05 Aug 2026        1 hr 30 min

ML

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

Java - CPP - Python - Hugging Face - ExecuTorch

  05 Aug 2026        1 hr

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  04 Aug 2026        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Deploy a mixed-placement AI shopping assistant on Google Kubernetes Engine with Axion-based compute

Kubernetes - GKE - Docker - Kustomize - Python

  04 Aug 2026        2 hrs

ML

Deploy an MCP Server on Raspberry Pi 5 for AI agent interaction using OpenAI SDK

Python - AI - Raspberry Pi - MCP - Linux

  03 Aug 2026        30 min

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  03 Aug 2026        1 hr 30 min

ML

Run and benchmark BitNet-2B inference on Arm CPUs with Litespark-Inference

Python - Linux - macOS

  03 Aug 2026        25 min

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - CPP - Python - Runbook - Linux

  03 Aug 2026        1 hr

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  31 Jul 2026        30 min

ML

Train and deploy XGBoost models on Google Cloud C4A Axion VM

XGBoost - Python - scikit-learn - Flask - Linux

  31 Jul 2026        1 hr 30 min

ML

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

DeepSpeed - PyTorch - Python - Linux

  31 Jul 2026        30 min

ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

  31 Jul 2026        30 min

ML

Run vLLM inference with INT4 quantization on Arm servers

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

  31 Jul 2026        1 hr

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  31 Jul 2026        10 min

PERFORMANCE AND ARCHITECTURE

Run Spark applications on Microsoft Azure Cobalt 100 processors

Apache Spark - Python - Docker - Linux

  31 Jul 2026        1 hr

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

  31 Jul 2026        30 min

ML

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

Python - PyTorch - Hugging Face - Linux

  31 Jul 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

  31 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

CPP - Python - taskset - perf - Google Benchmark

  31 Jul 2026        30 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  31 Jul 2026        20 min

ML

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

MLflow - Python - scikit-learn - Linux

  31 Jul 2026        30 min

WEB

Learn how to deploy a Django application

Django - Python - NGINX - PostgreSQL - Linux

  31 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  31 Jul 2026        10 min

ML

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

TensorFlow - Python - Keras - Linux

  31 Jul 2026        30 min

ML

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

Python - ONNX Runtime - Linux

  31 Jul 2026        1 hr

DATABASES

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

Redis - Python - Linux

  31 Jul 2026        30 min

DATABASES

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

RabbitMQ - Erlang - Python - pika - Linux

  31 Jul 2026        30 min

ML

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

Python - ONNX Runtime - Linux

  31 Jul 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy OpenStack on Azure Cobalt 100 Arm64 Virtual Machine

OpenStack - Kolla-Ansible - DevStack - Python - OpenStack CLI

  31 Jul 2026        1 hr 30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

  31 Jul 2026        1 hr

DATABASES

Deploy MinIO on Azure Cobalt 100

MinIO - Python - boto3 - Linux

  31 Jul 2026        30 min

WEB

Deploy Keycloak on Azure Cobalt 100-based Arm64 virtual machines for identity and access management

Keycloak - PostgreSQL - Flask - Python - Java

  31 Jul 2026        1 hr 30 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

  31 Jul 2026        30 min

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

  31 Jul 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

  31 Jul 2026        30 min

ML

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

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

  31 Jul 2026        30 min

PERFORMANCE AND ARCHITECTURE

Deploy Apache Spark on Google Axion processors

Apache Spark - Python - Linux

  31 Jul 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Deploy an AWS IoT Greengrass custom component to Arm devices and verify PAC/BTI support

AWS IoT Greengrass - Python - Java - MQTT - YAML

  31 Jul 2026        30 min

ML

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

Python - AWS Graviton - AI - Linux

  31 Jul 2026        45 min

ML

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

Python - Streamlit - Google Axion - Demo - Hugging Face

  31 Jul 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

  31 Jul 2026        45 min

DATABASES

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

TimescaleDB - PostgreSQL - Python - Grafana - psycopg2

  31 Jul 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

  31 Jul 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

  31 Jul 2026        30 min

ML

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

LlamaIndex - Python - ChromaDB - Ollama - FastAPI

  31 Jul 2026        30 min

ML

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

Flyte - Python - gRPC - Linux

  31 Jul 2026        30 min

ML

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

OpenCV - Python - NumPy - Flask - Linux

  31 Jul 2026        45 min

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  31 Jul 2026        45 min

DATABASES

Build a real-time analytics pipeline with ClickHouse on Google Cloud Axion

ClickHouse - Apache Beam - Google Dataflow - Google Cloud Pub/Sub - Python

  31 Jul 2026        50 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  31 Jul 2026        20 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  31 Jul 2026        15 min

ML

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

Python - PyTorch - Hugging Face - Linux

  31 Jul 2026        20 min

PERFORMANCE AND ARCHITECTURE

Optimize memory access behavior using Arm Performix and the Arm MCP Server

Arm Performix - MCP - CPP - CMake - Python

  31 Jul 2026        45 min

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

  29 Jul 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Run AI models with Docker Model Runner

Docker - Python - LLM - Windows - macOS

  29 Jul 2026        45 min

ML

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

Python - Docker - Ollama - Linux

  29 Jul 2026        1 hr 30 min

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  29 Jul 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

  29 Jul 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

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

Docker - Python - Linux

  29 Jul 2026        1 hr

ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

  28 Jul 2026        1 hr

ML

Inspect model artifacts and runtime profiles with Google Model Explorer and Arm extensions

Model Explorer - ExecuTorch - PyTorch - Python - TOSA

  24 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

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

LIBRARIES

Device-to-Device communication with Device Connect

Python - Linux - macOS - Windows

  08 Jul 2026        25 min

LIBRARIES

Getting started with CMSIS-DSP using Python

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

  08 Jul 2026        45 min

PERFORMANCE AND ARCHITECTURE

Build IoT Solutions in Azure for Arm Devices

Python - Azure - Visual Studio Code - Windows - Linux

  08 Jul 2026        3 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

CI-CD

Automate MCP server testing using Pytest and Testcontainers

Python - Pytest - Docker - GitHub Actions - Testcontainers

  02 Jul 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Python - Docker - ROS 2 - Linux

  26 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Prototype safety-critical isolation for autonomous driving systems on Neoverse

Python - Docker - ROS 2 - DDS - Linux

  26 Jun 2026        1 hr

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  22 Jun 2026        2 hrs

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

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  22 Jun 2026        40 min

SECURITY

Implement post-quantum cryptography on Arm Cortex-M4

C - Python - GCC - stlink - QEMU

  22 Jun 2026        2 hrs

LIBRARIES

Deploy multi-network device meshes using Device Connect server and NATS

Python - Docker - Linux - macOS

  22 Jun 2026        30 min

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 a Privacy-First LLM Smart Home on Raspberry Pi 5

Python - Ollama - FastAPI - Raspberry Pi - Linux

  22 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

CPP - Python - Hugging Face - Linux - Android

  19 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  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 Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

  17 Jun 2026        1 hr

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

  17 Jun 2026        45 min

ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

  17 Jun 2026        4 hrs

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  17 Jun 2026        30 min

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

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

  17 Jun 2026        30 min

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

  17 Jun 2026        45 min