Marketplace

Data Science Virtual Machine

Updated January 24, 2024

Data Science Virtual Machine (DSVM) is a virtual machine with pre-installed popular libraries for data analytics and machine learning. A DSVM can be used as an environment for training models and experimenting with data.

The image is based on Ubuntu and includes pre-installed software:

Deployment instructions
  1. Create an SSH key pair.

  2. Click the button in this card to go to VM creation. The image will be automatically selected under Image/boot disk selection.

  3. Under Disks, follow these recommendations for a boot disk:

    • Type: SSD.
    • Size: 30 GB or more.
  4. Under Computing resources, follow these recommendations:

    • vCPUs: 2 or more.
    • RAM: 2 GB or more.
  5. Paste the public key from the pair into the SSH key field.

  6. Create the VM.

  7. Connect to the VM via SSH.

  8. Initialize terminal for Conda: run conda init bash, close the terminal and connect to VM again.

  9. Activate a Conda environment with Python version of your choice: run conda activate py27 for Python 2.7, or conda activate py310 for Python 3.10.

Billing type
Free
Type
Virtual Machine
Category
Frameworks
Machine Learning & AI
Publisher
Nebius
Use cases
  • Analysis and prediction of user behavior.
  • Analysis of system operation and prediction of failures.
  • Customer segmentation.
  • Classification of images, documents, and any types of data.
  • Recommendation systems.
  • Speech synthesis and recognition services.
  • Dialog engines.
Technical support

Nebius AI technical support responds as quickly as possible, aiming to respond within 4 hours. Learn more about technical support.

Product IDs
image_id:
arl6sqcnu2bfgblemcn9
Product composition
SoftwareVersion
Ubuntu20.04 LTS
CatBoost1.2
Conda23.5.0
Docker24.0.2
Git2.25.1
JypiterLab3.6.3
Keras2.11.0
Matplotlib3.7.1
NLTK3.7
NVIDIA CUDA Toolkit12.0.1
NVIDIA Container Toolkit1.13.2
NVIDIA Data Center Driver535.54.03
NumPy1.22.3
Pandas1.4.2
Pillow9.4.0
PySpark3.2.1
PyTorch2.0.1
SciPy1.8.1
TensorFlow2.11.0
opencv-python4.6.0
scikit-image0.19.2
scikit-learn1.1.1
accelerate0.17.1
datasets2.9.0
transformers4.27.1
torchvision0.15.2
Terms
By using this product you agree to the Nebius AI Marketplace Terms of Service and the terms and conditions of the following software: CatboostPandasNLTKSckit-imageDocker EngineKerasPillowScikit-learnJupyterLabSciPyNumpyPyTorchCondaNVIDIA EulaGitMatplotlibPySparkOpencv-pythonNVIDIA DriversTensorflow
Billing type
Free
Type
Virtual Machine
Category
Frameworks
Machine Learning & AI
Publisher
Nebius