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Automotive Embedded and Microcontrollers IoT Laptops and Desktops Mobile, Graphics, and Gaming Servers and Cloud Computing
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Displaying 40 of 40 learning paths.
Date

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

  11 Apr 2025        20 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Linux

  02 Apr 2025        1 hr

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  02 Apr 2025        1 hr

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - GenAI - Python - Linux

  02 Apr 2025        45 min

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - Coding - GCC - Paddle - TVMC

  02 Apr 2025        30 min

ML

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

Mobile - Java - C++ - Python - macOS

  02 Apr 2025        1 hr

ML

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

Python - AWS Graviton - AI - Linux

  28 Mar 2025        45 min

ML

Vision LLM inference on Android with KleidiAI and MNN

Android Studio - KleidiAI - Android

  28 Mar 2025        30 min

ML

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

Python - Streamlit - Google Axion - Demo - Linux

  25 Mar 2025        45 min

ML

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

LLM - GenAI - Python - Demo - Linux

  25 Mar 2025        30 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Linux

  25 Mar 2025        15 min

ML

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

Android Studio - Coding - VS Code - Windows - Linux

  17 Mar 2025        2 hrs 40 min

ML

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Python - AWS CDK - GitHub - Linux

  06 Mar 2025        30 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

  06 Mar 2025        30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - GenAI - Python

  06 Mar 2025        1 hr

ML

Build a GitHub Copilot Extension in Python

Python - GitHub - Linux

  03 Mar 2025        20 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - Fixed Virtual Platform - Python - PyTorch - ExecuTorch

  27 Feb 2025        40 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

  19 Feb 2025        30 min

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

  19 Feb 2025        20 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Runbook

  19 Feb 2025        1 hr

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

ML

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

LLM - GenAI - Python - Linux

  05 Feb 2025        30 min

ML

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

Python - PyTorch - Linux

  05 Feb 2025        20 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

  05 Feb 2025        30 min

ML

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

LLM - GenAI - Python - PyTorch - Linux

  05 Feb 2025        30 min

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

  05 Feb 2025        1 hr 30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Android - Linux

  05 Feb 2025        1 hr

ML

Navigate Machine Learning development with Ethos-U processors

Fixed Virtual Platform - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

  05 Feb 2025        10 min

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  05 Feb 2025        1 hr

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  05 Feb 2025        30 min

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  05 Feb 2025        1 hr

ML

Build and run the Arm Machine Learning Evaluation Kit examples

Coding - Arm Virtual Hardware - Fixed Virtual Platform - GCC - Arm Compiler for Embedded

  05 Feb 2025        30 min

ML

Build and run Arm Total Solutions for IoT

Arm Virtual Hardware - Coding - Fixed Virtual Platform - Arm Compiler for Embedded - Baremetal

  05 Feb 2025        30 min

ML

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

Coding - TensorFlow - STM32 - Baremetal

  05 Feb 2025        1 hr

ML

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

TensorFlow - STM32 - Coding - Baremetal

  05 Feb 2025        1 hr

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Mobile

  05 Feb 2025        1 hr

ML

Build a Hands-Free Selfie Android Application with MediaPipe

mobile - Android Studio - Kotlin - MediaPipe - Android

  05 Feb 2025        2 hrs

ML

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

Python - PyTorch - Linux

  05 Feb 2025        20 min