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Machine Learning DevOps Engineer Nanodegree Projects

This repository contains projects and example code created during the Machine Learning DevOps Engineer Nanodegree program at Udacity.

About the Nanodegree

The Machine Learning DevOps Engineer Nanodegree focuses on the intersection of machine learning and DevOps practices. It covers essential skills for deploying, monitoring, and maintaining machine learning models in production environments.

Setup and Installation

  1. Clone this repository:

    git clone https://github.com/yourusername/mllllm-devops.git
    cd mllllm-devops
    
  2. Set up a virtual environment (recommended):

    python -m venv venv
    source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
    
  3. Install dependencies:

    pip install -r requirements.txt
    

Usage

Each project directory contains its own README with specific instructions on how to run and use the project.

Contributing

This repository is for personal educational purposes as part of the Udacity Nanodegree program. However, if you notice any issues or have suggestions, please feel free to open an issue.

License

This project is licensed under the MIT License - see below and LICENSE file for details.

Acknowledgments

  • Udacity for providing the Machine Learning DevOps Engineer Nanodegree program

MIT License

Copyright (c) 2024 Leon van Bokhorst

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.