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Displaying 123 of 123 learning paths.
Date

AI/ML

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

  12 Nov 2026        45 min

AI/ML

Enable Neural Super Sampling for Unreal Engine with ML Extensions

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

  12 Nov 2026        30 min

AI/ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  12 Nov 2026        2 hrs

AI/ML

Use Linux on the NXP FRDM i.MX 93 board

Bash - systemd - picocom - ConnMan - OpenSSH

  12 Nov 2026        2 hrs

AI/ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  12 Nov 2026        30 min

AI/ML

Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark

Python - C - Bash - llama.cpp - Linux

  12 Nov 2026        1 hr

AI/ML

Understand KleidiAI SME2 matmul microkernels

CPP - KleidiAI - llama.cpp - SME2 - Android

  12 Nov 2026        40 min

AI/ML

Train MAPPO navigation policies on an Arm cloud instance

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

  12 Nov 2026        5 hrs 30 min

AI/ML

Train and evaluate Neural Frame Rate Upscaling models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

  12 Nov 2026        45 min

AI/ML

Train and deploy XGBoost models on Google Cloud C4A Axion VM

XGBoost - Python - scikit-learn - Flask - Linux

  12 Nov 2026        1 hr 30 min

AI/ML

Train AI workloads with DeepSpeed on Google Axion

DeepSpeed - PyTorch - Python - Linux

  12 Nov 2026        30 min

AI/ML

Train a PyTorch MNIST digit classifier on Arm

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

  12 Nov 2026        2 hrs 40 min

AI/ML

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

  12 Nov 2026        30 min

AI/ML

Run vLLM inference with quantized models and benchmark on Arm servers

vLLM - Python - PyTorch - Hugging Face - Linux

  12 Nov 2026        1 hr

AI/ML

Run vLLM inference with INT4 quantization on Arm servers

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

  12 Nov 2026        1 hr

AI/ML

Run Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

  12 Nov 2026        30 min

AI/ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  12 Nov 2026        10 min

AI/ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - CPP - Python - Git - CMake

  12 Nov 2026        1 hr

AI/ML

Run parallel vision inference on an Alif Ensemble E8 with Zephyr

ExecuTorch - Zephyr - Python - GCC - macOS

  12 Nov 2026        1 hr 30 min

AI/ML

Run optimized Arm AI Portal LLMs on Neoverse instances

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

  12 Nov 2026        35 min

AI/ML

Run object detection with Arm Runtime for YOLO26 on Raspberry Pi 5

Python - Raspberry Pi - YOLO26 - AI Portal - Arm Runtime for YOLO26 on Raspberry Pi 5

  12 Nov 2026        45 min

AI/ML

Run MobileSAM prompt segmentation on Arm Ethos-U85 with ExecuTorch

ExecuTorch - PyTorch - MobileSAM - Python - CMake

  12 Nov 2026        45 min

AI/ML

Run MNIST with ExecuTorch and Ethos-U85 on Alif E8

C - CMSIS - SEGGER JLink - SEGGER RTT - GCC

  12 Nov 2026        45 min

AI/ML

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

Java - MediaPipe - Android SDK - Android NDK - Bazel

  12 Nov 2026        1 hr

AI/ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

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

  12 Nov 2026        1 hr

AI/ML

Run image classification with ExecuTorch on Alif E8 and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

  12 Nov 2026        2 hrs

AI/ML

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

ExecuTorch - PyTorch - Python - Android - Vulkan

  12 Nov 2026        1 hr

AI/ML

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

Python - CPP - Bash - llama.cpp - Linux

  12 Nov 2026        1 hr

AI/ML

Run distributed llama.cpp inference on AWS Graviton4

LLM - Generative AI - AWS - Linux

  12 Nov 2026        30 min

AI/ML

Run Conformer speech recognition on Alif Ensemble E8 with ExecuTorch

ExecuTorch - PyTorch - GCC - CMake - Python

  12 Nov 2026        2 hrs

AI/ML

Run Arm AI Portal TinySD image generation on Android

Android Studio - Java - ExecuTorch - XNNPACK - Generative AI

  12 Nov 2026        1 hr

AI/ML

Run Arm AI Portal text-to-speech on Neoverse

Python - ONNX Runtime - Hugging Face - FastAPI - KleidiAI

  12 Nov 2026        40 min

AI/ML

Run Arm AI Portal text-generation models on Android

Kotlin - Java - Python - Android Studio - ONNX Runtime

  12 Nov 2026        45 min

AI/ML

Run Arm AI Portal Speech Transcription models on Android

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  12 Nov 2026        35 min

AI/ML

Run Arm AI Portal object detection models on Android

Android Studio - Java - ExecuTorch - LiteRT - XNNPACK

  12 Nov 2026        40 min

AI/ML

Run Arm AI Portal image classification models on Android

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  12 Nov 2026        35 min

AI/ML

Run and benchmark vLLM mixture of experts models on Arm CPUs

vLLM - Python - PyTorch - Hugging Face - Linux

  12 Nov 2026        1 hr 30 min

AI/ML

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

LLM - Generative AI - Python - Hugging Face - Linux

  12 Nov 2026        30 min

AI/ML

Run an image classification model on STM32L4 Discovery

TensorFlow - STM32 - Baremetal

  12 Nov 2026        1 hr

AI/ML

Run an Arm AI Portal vision-language model on Android

Android Studio - Java - CPP - llama.cpp - KleidiAI

  12 Nov 2026        35 min

AI/ML

Run an Arm AI Portal image segmentation model on Android

Kotlin - Python - ExecuTorch - XNNPACK - KleidiAI

  12 Nov 2026        40 min

AI/ML

Run an Arm AI Portal depth estimation model on Android

Kotlin - Python - ExecuTorch - XNNPACK - KleidiAI

  12 Nov 2026        35 min

AI/ML

Run a PyTorch LLM chatbot with KleidiAI on Arm

LLM - Generative AI - Python - PyTorch - Hugging Face

  12 Nov 2026        30 min

AI/ML

Run a neural network model on an STM32L4 Discovery board

TensorFlow - STM32 - Baremetal

  12 Nov 2026        1 hr

AI/ML

Run a local LLM chatbot on a Raspberry Pi 5

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

  12 Nov 2026        30 min

AI/ML

Run a Hugging Face Natural Language Processing model on Arm

Python - PyTorch - Hugging Face - Linux

  12 Nov 2026        20 min

AI/ML

Run a computer vision model on a Himax microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  12 Nov 2026        1 hr 30 min

AI/ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  12 Nov 2026        1 hr

AI/ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

  12 Nov 2026        1 hr

AI/ML

Profile ONNX models with SME2, KleidiAI, and ONNX Runtime

CPP - ONNX Runtime - SME2 - Android - Linux

  12 Nov 2026        40 min

AI/ML

Profile llama.cpp with Arm Streamline and KleidiAI

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

  12 Nov 2026        1 hr

AI/ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  12 Nov 2026        1 hr 30 min

AI/ML

Profile a model on a neural accelerator with MLIA for VS Code

MLIA - NX - Visual Studio Code - Model Explorer - ExecuTorch

  12 Nov 2026        1 hr 30 min

AI/ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

  12 Nov 2026        30 min

AI/ML

Optimize C++ with PGO and Google Benchmark

Google Benchmark - Runbook - Linux

  12 Nov 2026        15 min

AI/ML

Measure machine learning inference performance on Arm servers

TensorFlow - Runbook - Linux

  12 Nov 2026        20 min

AI/ML

Measure LLM inference performance with KleidiAI and SME2 on Android

SME2 - CPP - llama.cpp - Android - Linux

  12 Nov 2026        40 min

AI/ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  12 Nov 2026        20 min

AI/ML

Manage ML workflows with MLflow on Google Axion C4A

MLflow - Python - scikit-learn - Linux

  12 Nov 2026        30 min

AI/ML

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

Edge Impulse - tinyML - Edge AI - Arduino - Baremetal

  12 Nov 2026        1 hr 30 min

AI/ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  12 Nov 2026        40 min

AI/ML

Integrate a KleidiAI SME2 kernel into XNNPACK

CPP - Android NDK - KleidiAI - SME2 - XNNPACK

  12 Nov 2026        45 min

AI/ML

Inspect Arm model artifacts with Google Model Explorer

Model Explorer - ExecuTorch - PyTorch - Python - TOSA

  12 Nov 2026        1 hr 30 min

AI/ML

Implement a voice translation pipeline on Apple silicon

Python - Gradio - LiteRT-LM - Gemma 4 - Sherpa-ONNX

  12 Nov 2026        45 min

AI/ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  12 Nov 2026        1 hr

AI/ML

Generate human faces with a diffusion model on an Alif Ensemble E8

Alif SETOOLS - CMSIS-Toolbox - ExecuTorch - Generative AI - Keil Studio

  12 Nov 2026        2 hrs

AI/ML

Fine-tune SmolVLA for SO-101 on NVIDIA DGX Spark

Python - PyTorch - LeRobot - SmolVLA - Hugging Face

  12 Nov 2026        32 hrs

AI/ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  12 Nov 2026        1 hr

AI/ML

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

  12 Nov 2026        45 min

AI/ML

Export and quantize SmolVLA for ONNX Runtime on Arm

Python - PyTorch - TorchAO - ONNX - ONNX Runtime

  12 Nov 2026        1 hr

AI/ML

Estimate neural accelerator performance with ML Inference Advisor

MLIA - NX - Python - LiteRT - TOSA

  12 Nov 2026        40 min

AI/ML

Enable Neural Graphics using ML Extensions for Vulkan®

Vulkan - RenderDoc - NX - Windows

  12 Nov 2026        30 min

AI/ML

Enable Neural Frame Rate Upscaling in Unreal Engine

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

  12 Nov 2026        30 min

AI/ML

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

tinyML - Computer Vision - Edge AI - CNN - PyTorch

  12 Nov 2026        1 hr

AI/ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  12 Nov 2026        30 min

AI/ML

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

TensorFlow - Python - Keras - Linux

  12 Nov 2026        30 min

AI/ML

Deploy Silero VAD on Arm Ethos-U with ExecuTorch

ExecuTorch - PyTorch - Python - CMake - Arm GNU Toolchain

  12 Nov 2026        45 min

AI/ML

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

Python - ONNX Runtime - Linux

  12 Nov 2026        30 min

AI/ML

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

  12 Nov 2026        4 hrs

AI/ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

  12 Nov 2026        1 hr

AI/ML

Deploy models with the Arm AI Portal

Python - Docker - Topo - Arm AI Portal - MCP

  12 Nov 2026        30 min

AI/ML

Deploy INT8 SqueezeNet with ONNX Runtime on Azure Cobalt 100

Python - ONNX Runtime - Linux

  12 Nov 2026        1 hr

AI/ML

Deploy ExecuTorch on NXP FRDM i.MX 93 with Ethos-U65

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

  12 Nov 2026        2 hrs

AI/ML

Deploy Edge Impulse models with AWS IoT Greengrass on Arm

Edge Impulse - AWS IoT Greengrass - GStreamer - Linux

  12 Nov 2026        3 hrs

AI/ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

  12 Nov 2026        30 min

AI/ML

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

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

  12 Nov 2026        30 min

AI/ML

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

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

  12 Nov 2026        30 min

AI/ML

Deploy a RAG chatbot with KleidiAI on Google Axion

Python - Streamlit - Google Axion - Demo - Hugging Face

  12 Nov 2026        45 min

AI/ML

Deploy a PyTorch vision chatbot on Google Axion

Python - PyTorch - Streamlit - Google Axion - Linux

  12 Nov 2026        45 min

AI/ML

Deploy a llama.cpp chatbot with KleidiAI on Arm servers

LLM - Generative AI - Python - Demo - Hugging Face

  12 Nov 2026        30 min

AI/ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  12 Nov 2026        1 hr

AI/ML

Convert SmolVLA to ExecuTorch for inference on Arm CPUs

Python - PyTorch - TorchAO - ExecuTorch - XNNPACK

  12 Nov 2026        1 hr

AI/ML

Classify pet images with DeiT-Tiny and Arm VGF using ExecuTorch

ExecuTorch - PyTorch - Python - VGF - Vulkan

  12 Nov 2026        2 hrs

AI/ML

Build robotics workflows with Isaac Sim and Isaac Lab on DGX Spark

Python - Bash - IsaacSim - IsaacLab - Linux

  12 Nov 2026        1 hr 30 min

AI/ML

Build LlamaIndex RAG apps on Google Axion C4A

LlamaIndex - Python - ChromaDB - Ollama - FastAPI

  12 Nov 2026        30 min

AI/ML

Build Flyte and gRPC ML workflows on Google Axion

Flyte - Python - gRPC - Linux

  12 Nov 2026        30 min

AI/ML

Build computer vision pipelines with OpenCV on Google Axion

OpenCV - Python - NumPy - Flask - Linux

  12 Nov 2026        45 min

AI/ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  12 Nov 2026        45 min

AI/ML

Build and run the Arm Machine Learning Evaluation Kit examples

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

  12 Nov 2026        30 min

AI/ML

Build an on-device AI fitness tutor app on Android

Android Studio - Kotlin - CameraX - MediaPipe - LLM

  12 Nov 2026        1 hr 30 min

AI/ML

Build an Android Llama chat app with ExecuTorch and XNNPACK

Java - CPP - Python - Hugging Face - ExecuTorch

  12 Nov 2026        1 hr

AI/ML

Build an Android chat application with ONNX Runtime API

Kotlin - CPP - ONNX Runtime - Android - Hugging Face

  12 Nov 2026        1 hr

AI/ML

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

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

  12 Nov 2026        1 hr 30 min

AI/ML

Build a Reachy Mini MuJoCo simulation on Raspberry Pi

Raspberry Pi - Reachy Mini - Python - MediaPipe - FastAPI

  12 Nov 2026        1 hr

AI/ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

  12 Nov 2026        1 hr

AI/ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  12 Nov 2026        20 min

AI/ML

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

Python - Ollama - FastAPI - Raspberry Pi - Linux

  12 Nov 2026        45 min

AI/ML

Build a multimodal retail restocking assistant on Armv9 with MNN

CMake - CPP - Bash - Linux

  12 Nov 2026        1 hr 30 min

AI/ML

Build a Hands-Free Selfie Android Application with MediaPipe

Android Studio - Kotlin - MediaPipe - Android

  12 Nov 2026        2 hrs

AI/ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

  12 Nov 2026        1 hr

AI/ML

Benchmark Gemma 4 CPU inference with KleidiAI and SME2

SME2 - Bazel - LiteRT-LM - KleidiAI - XNNPACK

  12 Nov 2026        1 hr 30 min

AI/ML

Benchmark BitNet-2B inference on Arm with Litespark-Inference

Python - Linux - macOS

  12 Nov 2026        25 min

AI/ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

  12 Nov 2026        30 min

AI/ML

Analyze Neural Frame Rate Upscaling using Project Moku

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

  12 Nov 2026        30 min

AI/ML

Analyze Arm Ethos-U models with Arm ML Inference Advisor

MLIA - Vela - ExecuTorch - Python - TOSA

  12 Nov 2026        45 min

AI/ML

Advance robotics reinforcement learning with Isaac Lab on DGX Spark

Python - Bash - IsaacSim - IsaacLab - Linux

  12 Nov 2026        2 hrs

AI/ML

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

Kotlin - Neon - SVE2 - SME2 - LLM

  12 Nov 2026        15 min

AI/ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  12 Nov 2026        15 min

AI/ML

Accelerate LiteRT Models on Android with KleidiAI and SME2

C - Python - SME2 - Android

  12 Nov 2026        45 min

AI/ML

Accelerate Hugging Face NLP models on Arm servers

Python - PyTorch - Hugging Face - Linux

  12 Nov 2026        20 min

AI/ML

Accelerate Generative AI workloads using KleidiAI

CPP - Generative AI - Neon - Runbook - Linux

  12 Nov 2026        1 hr

AI/ML

Build an OpenCV YOLOX pipeline to benchmark KleidiCV preprocessing

OpenCV - ONNX - KleidiCV - C++ - CMake

  10 Nov 2026        1 hr 30 min

AI/ML

Upscale an image with Swin2SR and Arm VGF

ExecuTorch - PyTorch - Python - Vulkan - VGF

  05 Oct 2026        1 hr