Windows Data Science Workstation by Relevance Labs
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Overview
This is a repackaged software product wherein no additional charges apply beyond standard AWS EC2 instance usage.
It is a preconfigured Windows Server 2022 AMI designed for data scientists, researchers, and developers. The image includes essential software and GPU-optimized libraries for machine learning, analytics, and visualization workloads.
Key Features
Remote Desktop Access via Amazon DCV for seamless GUI-based operations.
Preinstalled Tools: Google Chrome, 7-Zip, Git, and AWS CLI for productivity.
GPU Ready: NVIDIA drivers, CUDA Toolkit, and cuDNN for accelerated compute.
Development Environments: Visual Studio 2022, Visual Studio Code, PyCharm CE, RStudio, and JupyterLab.
Data Science Frameworks: PyTorch, TensorFlow, scikit-learn, PySpark, Dask, and Vowpal Wabbit.
Productivity Tools: LibreOffice for document and spreadsheet editing.
Environment Management: Docker, Docker Compose, and Anaconda preinstalled.
AWS Integration: Compatible with AWS services such as SageMaker, Bedrock, and OpenSearch for scalable workflows.
Technical Details
Operating System: Windows Server 2022
Remote Access: Amazon NICE DCV
Browsers and Utilities: Google Chrome, Git, AWS CLI, 7-Zip
Programming Languages: Python 3.x, R
IDEs: Visual Studio 2022, Visual Studio Code, PyCharm Community Edition, RStudio
Notebook Interfaces: Jupyter Notebook, JupyterLab
Frameworks: PyTorch, TensorFlow, scikit-learn, PySpark, Dask, and Vowpal Wabbit
Environment Management: Anaconda, Docker, Docker Compose
Office Tools: LibreOffice (Writer, Calc, Impress)
Support and Documentation
Relevance Labs provides setup documentation and usage guidance for this preconfigured Windows Data Science workspace.
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