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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 34 of 34 learning paths.
Date

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

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

  02 May 2025        40 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - GenAI - Python

  02 May 2025        1 hr

ML

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

Python - AWS Graviton - AI - Linux

  02 May 2025        45 min

ML

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

LLM - GenAI - Python - Demo - Linux

  02 May 2025        30 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Linux

  02 May 2025        15 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

  02 May 2025        30 min

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  02 May 2025        30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  02 May 2025        1 hr 30 min

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - GenAI - Python - Linux

  02 May 2025        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

  02 May 2025        45 min

ML

Run Phi-3 on Windows on Arm using ONNX Runtime

Visual Studio - C++ - Python - Git - cmake

  01 May 2025        1 hr

ML

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

LLM - GenAI - Python - PyTorch - Linux

  29 Apr 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

  29 Apr 2025        45 min

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - C++ - Python - Runbook - Linux

  23 Apr 2025        1 hr

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - GenAI - Python - Linux

  23 Apr 2025        45 min

ML

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

Mobile - Java - C++ - Python - macOS

  23 Apr 2025        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Open AD Kit containerized autonomous driving simulation on Arm Neoverse

Python - Docker - ROS 2 - Linux

  21 Apr 2025        1 hr

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

  11 Apr 2025        20 min

ML

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Python - AWS CDK - GitHub - Linux

  06 Mar 2025        30 min

ML

Build a GitHub Copilot Extension in Python

Python - GitHub - Linux

  03 Mar 2025        20 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  19 Feb 2025        10 min

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

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  05 Feb 2025        30 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

  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 Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

  05 Feb 2025        1 hr 30 min

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

  05 Feb 2025        1 hr

WEB

Learn how to deploy a Django application

Django - Python - Nginx - PostgreSQL - Linux

  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

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

Python - PyTorch - Linux

  05 Feb 2025        20 min