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Displaying 113 of 113 learning paths.
Date
| FEATURED

ML

Accelerate Generative AI workloads using KleidiAI

CPP - Generative AI - Neon - Runbook - Linux

  03 Aug 2026        1 hr

| FEATURED

ML

Run vLLM inference with INT4 quantization on Arm servers

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

  09 Sep 2026        1 hr

| FEATURED

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  29 Jul 2026        1 hr

ML

Deploy ML models to Arm edge devices using Edge Impulse and AWS IoT Greengrass

Edge Impulse - AWS IoT Greengrass - GStreamer - Linux

  12 Sep 2026        3 hrs

ML

Run parallel vision inference on an Alif Ensemble E8 with Zephyr

ExecuTorch - Zephyr - Python - GCC - macOS

  11 Sep 2026        1 hr 30 min

ML

Run optimized object-detection models from the Arm AI Portal on Android

Android Studio - Java - ExecuTorch - LiteRT - XNNPACK

  11 Sep 2026        40 min

ML

Run MobileSAM prompt segmentation on Arm Ethos-U85 with ExecuTorch

ExecuTorch - PyTorch - MobileSAM - Python - CMake

  10 Sep 2026        45 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  09 Sep 2026        30 min

ML

Train and deploy XGBoost models on Google Cloud C4A Axion VM

XGBoost - Python - scikit-learn - Flask - Linux

  09 Sep 2026        1 hr 30 min

ML

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

DeepSpeed - PyTorch - Python - Linux

  09 Sep 2026        30 min

ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

  09 Sep 2026        30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  09 Sep 2026        10 min

ML

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

LLM - Generative AI - AWS - Linux

  09 Sep 2026        30 min

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

  09 Sep 2026        30 min

ML

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

Python - PyTorch - Hugging Face - Linux

  09 Sep 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

  09 Sep 2026        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

  09 Sep 2026        30 min

ML

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

Google Benchmark - Runbook - Linux

  09 Sep 2026        15 min

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

  09 Sep 2026        20 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  09 Sep 2026        20 min

ML

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

MLflow - Python - scikit-learn - Linux

  09 Sep 2026        30 min

ML

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

TensorFlow - Python - Keras - Linux

  09 Sep 2026        30 min

ML

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

Python - ONNX Runtime - Linux

  09 Sep 2026        1 hr

ML

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

Python - ONNX Runtime - Linux

  09 Sep 2026        30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

  09 Sep 2026        1 hr

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

  09 Sep 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

  09 Sep 2026        30 min

ML

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

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

  09 Sep 2026        30 min

ML

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

Python - AWS Graviton - AI - Linux

  09 Sep 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

  09 Sep 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

  09 Sep 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

  09 Sep 2026        30 min

ML

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

LlamaIndex - Python - ChromaDB - Ollama - FastAPI

  09 Sep 2026        30 min

ML

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

Flyte - Python - gRPC - Linux

  09 Sep 2026        30 min

ML

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

OpenCV - Python - NumPy - Flask - Linux

  09 Sep 2026        45 min

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  09 Sep 2026        45 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  09 Sep 2026        20 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  09 Sep 2026        15 min

ML

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

Python - PyTorch - Hugging Face - Linux

  09 Sep 2026        20 min

ML

Deploy Silero VAD on Arm Ethos-U with ExecuTorch

ExecuTorch - PyTorch - Python - CMake - Arm GNU Toolchain

  09 Sep 2026        45 min

ML

Run optimized LLMs from the Arm AI Portal on Arm Neoverse-based instances

Python - ONNX Runtime - KleidiAI - Arm AI Portal - Hugging Face

  08 Sep 2026        35 min

ML

Deploy models with the Arm AI Portal

Python - Docker - Linux

  07 Sep 2026        30 min

ML

Run an Arm AI Portal image segmentation model on Android

Kotlin - Python - ExecuTorch - XNNPACK - KleidiAI

  07 Sep 2026        40 min

ML

Run optimized TinySD image generation from the Arm AI Portal on Arm-powered Android devices

Android Studio - Java - ExecuTorch - XNNPACK - Generative AI

  07 Sep 2026        1 hr

ML

Run optimized image classification models from the Arm AI Portal on Android

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

ML

Run an optimized text-to-speech model from the Arm AI Portal on an Arm Neoverse-based instance

Python - ONNX Runtime - Hugging Face - FastAPI - KleidiAI

  07 Sep 2026        40 min

ML

Run Arm AI Portal text-generation models on Android

Kotlin - Java - Python - Android Studio - ONNX Runtime

  07 Sep 2026        45 min

ML

Run optimized Whisper speech transcription models from the Arm AI Portal on Arm-powered Android devices

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

ML

Discover and deploy AI models with the Arm AI Portal MCP server

MCP - Arm AI Portal - Arm Topo - Linux - macOS

  07 Sep 2026        20 min

ML

Train multi-agent reinforcement learning policies with MAPPO on an Arm-based cloud instance

Reinforcement Learning - Multi-Agent Reinforcement Learning - MAPPO - Python - PyTorch

  03 Sep 2026        5 hrs 30 min

ML

Understand KleidiAI SME2 matmul microkernels

CPP - KleidiAI - llama.cpp - SME2 - Android

  31 Aug 2026        40 min

ML

Export and quantize SmolVLA for ONNX Runtime on Arm

Python - PyTorch - TorchAO - ONNX - ONNX Runtime

  27 Aug 2026        1 hr

ML

Fine-tune SmolVLA for an SO-101 pick-and-place task on an NVIDIA DGX Spark

Python - PyTorch - LeRobot - SmolVLA - Hugging Face

  24 Aug 2026        32 hrs

ML

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

C - CMSIS - SEGGER JLink - SEGGER RTT - GCC

  24 Aug 2026        45 min

ML

Train and evaluate Neural Frame Rate Upscaling models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

  24 Aug 2026        45 min

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  24 Aug 2026        1 hr

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

  24 Aug 2026        1 hr

ML

Enable neural graphics using ML Extensions for Vulkan

Vulkan - RenderDoc - NX - Windows

  24 Aug 2026        30 min

ML

Build a Sentiment-Aware Voice Assistant with On-Device LLMs

Python - Transformers - ONNX Runtime - llama.cpp - Gradio

  24 Aug 2026        1 hr 30 min

ML

Run Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

  21 Aug 2026        30 min

ML

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

  21 Aug 2026        45 min

ML

Run ExecuTorch Llama 3.2 1B Instruct on an Android phone with Vulkan

ExecuTorch - PyTorch - Python - Android - Vulkan

  19 Aug 2026        1 hr

ML

Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime

CPP - ONNX Runtime - SME2 - Android - Linux

  19 Aug 2026        40 min

ML

Measure LLM inference performance with KleidiAI and SME2 on Android

SME2 - CPP - llama.cpp - Android - Linux

  19 Aug 2026        40 min

ML

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

Java - MediaPipe - Android SDK - Android NDK - Bazel

  19 Aug 2026        1 hr

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

  19 Aug 2026        30 min

ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

  19 Aug 2026        45 min

ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

  19 Aug 2026        4 hrs

ML

Enable Neural Super Sampling in Unreal Engine with ML Extensions

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

  18 Aug 2026        30 min

ML

Advance robotics reinforcement learning with Isaac Lab on DGX Spark

Python - Bash - IsaacSim - IsaacLab - Linux

  18 Aug 2026        2 hrs

ML

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

Python - Bash - IsaacSim - IsaacLab - Linux

  18 Aug 2026        1 hr 30 min

ML

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

  18 Aug 2026        45 min

ML

Enable Neural Frame Rate Upscaling in Unreal Engine

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

  17 Aug 2026        30 min

ML

Analyze Neural Frame Rate Upscaling using Project Moku

Unreal Engine - Vulkan SDK - Visual Studio - Arm Performance Studio - NX

  17 Aug 2026        30 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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

  14 Aug 2026        1 hr

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  13 Aug 2026        2 hrs

ML

Run a computer vision model on a Himax microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  13 Aug 2026        1 hr 30 min

ML

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

tinyML - Computer Vision - Edge AI - CNN - PyTorch

  13 Aug 2026        1 hr

ML

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

TensorFlow - STM32 - Baremetal

  13 Aug 2026        1 hr

ML

Build and run the Arm Machine Learning Evaluation Kit examples

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

  13 Aug 2026        30 min

ML

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

TensorFlow - STM32 - Baremetal

  13 Aug 2026        1 hr

ML

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

Python - Ollama - FastAPI - Raspberry Pi - Linux

  13 Aug 2026        45 min

ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

  13 Aug 2026        2 hrs

ML

Run a local LLM chatbot on a Raspberry Pi 5

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

  13 Aug 2026        30 min

ML

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

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

  13 Aug 2026        1 hr 30 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  13 Aug 2026        40 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  13 Aug 2026        1 hr

ML

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

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

  13 Aug 2026        2 hrs

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  13 Aug 2026        1 hr

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

  11 Aug 2026        1 hr

ML

Extend OpenClaw for a local-first AI assistant across Arm platforms

Python - Docker - vLLM - llama.cpp - Ollama

  10 Aug 2026        2 hrs

ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

  05 Aug 2026        2 hrs

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  05 Aug 2026        30 min

ML

Build an Android chat application with ONNX Runtime API

Kotlin - CPP - ONNX Runtime - Android - Hugging Face

  05 Aug 2026        1 hr

ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

  05 Aug 2026        1 hr

ML

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

Kotlin - Neon - SVE2 - SME2 - LLM

  05 Aug 2026        15 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

Build an on-device AI fitness tutor app on Android

Android Studio - Kotlin - CameraX - MediaPipe - LLM

  04 Aug 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

  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

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

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

  03 Aug 2026        2 hrs 40 min

ML

Build a multimodal retail restocking assistant on Armv9 with MNN

CMake - CPP - Bash - Linux

  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

ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

  29 Jul 2026        1 hr

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

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

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

Run vLLM inference with quantized models and benchmark on Arm servers

vLLM - Python - PyTorch - Hugging Face - Linux

  17 Jun 2026        1 hr

ML

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

Arm Streamline - CPP - llama.cpp - Profiling - Linux

  17 Jun 2026        1 hr