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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 22 of 22 learning paths.
Date

LIBRARIES

Getting started with CMSIS-DSP using Python

CMSIS-DSP - Python - C - Jupyter Notebook - NumPy

  09 May 2025        45 min

PERFORMANCE AND ARCHITECTURE

Accelerate Voice Assistant performance with KleidiAI and SME2

Java - Kotlin - Linux - macOS - Android

  09 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Background Blur and Low-Light Camera Effects

C++ - Linux - macOS

  08 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Optimizing graphics using Frame Advisor's render graphs

OpenGL ES - Vulkan - Linux - Windows - macOS

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Accelerate Matrix Multiplication Performance with SME2

C - Clang - Runbook - Linux - macOS

  02 May 2025        30 min

ML

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Install and Use Arm integration packages for Unity

Unity - Arm Performance Studio - Windows - macOS - Linux

  02 May 2025        20 min

ML

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

  02 May 2025        30 min

WEB

Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

  02 May 2025        30 min

WEB

Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework

Node.js - Visual Studio Code - Linux - Windows - macOS

  02 May 2025        1 hr

ML

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

Android Studio - Coding - VS Code - Windows - Linux

  02 May 2025        2 hrs 40 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

  02 May 2025        1 hr 30 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

Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image

LLM - Ollama - GenAI - Linux - macOS

  10 Apr 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about function multiversioning

C/C++ - Runbook - Linux - Android - macOS

  18 Mar 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Develop a native C++ library on an Arm-based machine

C++ - GCC - Clang - CMake - GoogleTest

  05 Mar 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about LLVM Machine Code Analyzer

assembly - llvm-mca - Runbook - Linux - Windows

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

Convert uvprojx-based projects to csolution

Keil MDK - CMSIS-Toolbox - Windows - Linux - macOS

  14 Feb 2025        10 min

CONTAINERS AND VIRTUALIZATION

Manage Arm development environments with Daytona

Daytona - Windows - macOS - Linux

  13 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

Install tools on the command line using vcpkg

vcpkg - Linux - Windows - macOS

  05 Feb 2025        10 min

CI-CD

Access remote devices with Remote.It

Remote.It - Linux - Windows - macOS

  05 Feb 2025        45 min