Arm Learning Paths

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

20 Dec 2024 1 hr 30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Android - Linux

20 Dec 2024 1 hr

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

ML

Create and train a PyTorch model for digit classification

Android Studio - Coding - VS Code - Windows - Linux

18 Dec 2024 2 hrs 40 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

ML

Build an Android chat application with ONNX Runtime API

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

26 Nov 2024 1 hr

ML

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

LLM - GenAI - Python - Linux

12 Nov 2024 30 min

ML

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

Mobile - Java - C++ - Python - macOS

22 Oct 2024 1 hr

ML

Navigate Machine Learning development with Ethos-U processors

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

14 Oct 2024 10 min

ML

Build and run Arm Total Solutions for IoT

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

14 Oct 2024 30 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Linux

09 Sep 2024 1 hr

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

09 Aug 2024 1 hr

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - Coding - GCC - Paddle - TVMC

08 Aug 2024 30 min

ML

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Linux

29 Jul 2024 1 hr

ML

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

TensorFlow - STM32 - Coding - Baremetal

04 Jul 2024 1 hr

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Linux

03 Jul 2024 20 min

ML

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

Coding - TensorFlow - STM32 - Baremetal

03 Jul 2024 1 hr

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

27 Jun 2024 30 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

20 Jun 2024 10 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

07 Jun 2024 30 min

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

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

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