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Embedded Systems Laptops and Desktops Microcontrollers Servers and Cloud Computing Smartphones and Mobile
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Displaying 15 of 15 learning paths.
Date

ML

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

Mobile - Java - C++ - Python - macOS

  07 Jun 2024        1 hr

ML

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

Python - PyTorch - Linux

  23 May 2024        20 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

  16 May 2024        30 min

ML

Deploy a Large Language Model (LLM) chatbot on Arm servers

LLM - GenAI - Python - Linux

  03 May 2024        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

  07 Jun 2024        30 min

ML

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

  24 Apr 2024        1 hr

ML

Measure Machine Learning Inference Performance on Arm servers

Tensorflow - Linux

  13 Mar 2024        20 min

ML

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

Python - PyTorch - Linux

  22 Mar 2024        20 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  07 Jun 2024        30 min

ML

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

  15 Dec 2023        1 hr

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

AWS - Arm Virtual Hardware - Coding - GCC - Paddle

  25 May 2023        30 min

ML

Navigate Machine Learning development with Ethos-U processors

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

  08 Feb 2024        10 min

ML

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

Tensorflow - STM32 - Coding - Baremetal

  11 Apr 2024        1 hr

ML

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

Coding - Tensorflow - STM32 - Baremetal

  25 May 2023        1 hr

ML

Build and run Arm Total Solutions for IoT

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

  08 Feb 2024        30 min