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Embedded Systems Laptops and Desktops Microcontrollers Servers and Cloud Computing Smartphones and Mobile
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Embedded Systems Laptops and Desktops Microcontrollers Servers and Cloud Computing Smartphones and Mobile
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Displaying 20 of 20 learning paths.
Date

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

  20 Dec 2024        1 hr 30 min

ML

Build and Run a Virtual Large Language Model on Arm Servers

vLLM - LLM - GenAI - Python - Linux

  20 Dec 2024        45 min

ML

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

LLM - GenAI - Python - PyTorch - Linux

  20 Dec 2024        30 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

  19 Dec 2024        20 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

  10 Dec 2024        30 min

ML

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

LLM - GenAI - Python - Linux

  09 Dec 2024        30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  05 Dec 2024        1 hr 30 min

ML

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

LLM - GenAI - Python - Linux

  12 Nov 2024        30 min

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

  30 Oct 2024        1 hr

ML

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

Mobile - Java - C++ - Python - macOS

  22 Oct 2024        1 hr

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - C++ - Python - Linux

  02 Oct 2024        1 hr

WEB

Learn how to deploy a Django application

Django - Python - Nginx - PostgreSQL - Linux

  28 Aug 2024        30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  20 Jun 2024        10 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  07 Jun 2024        30 min

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

  07 Jun 2024        30 min

ML

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

Python - PyTorch - Linux

  23 May 2024        20 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Linux

  22 May 2024        10 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

  16 May 2024        30 min

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  24 Apr 2024        1 hr

ML

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

Python - PyTorch - Linux

  22 Mar 2024        20 min