Jupyter Hub for Data Science on Ubuntu 20.04 Desktop has several popular tools for data exploration, analysis, modeling & development pre installed. The installed AI/ML environment is available in browser via JupyterHub and Jupyter/Ipython notebooks with separate Jupyter environment for a single developer or individual user of a team, saving you time, cost and server administration efforts.

Operating System, Drivers and other base components

• Ubuntu 20.04 LTS
• Anaconda ("conda")
• xRDP
• Python
• Ubuntu Desktop

Authoring Tools

• Jupyter Hub
• Jupyter Lab>
• Jupyter Notebook
• VS Code
• http://localhost:8000

ML Framework

• PyTorch, TensorFlow, scikit-learn
• pyspark
• dask
• numpy
• pandas
• plotly
• scipy

Users have full access to the DSVM. If needed, configurations can be adjusted, and additional frameworks can be installed like with any other virtual machine. The image provided here is a static VM image. Maintenance and protection against vulnerabilities of provisioned DSVMs is in the customer's responsibility.

Note: To enable Online Accounts: (This is for users needing setup email, etc). Either from ssh or the terminal via RDP, # sudo nano /etc/netplan/01-network-manager-all.yaml # Let NetworkManager manage all devices on this system network: version: 2 renderer: NetworkManager Netplan is very specific about spacing, indentation, etc. Please proofread carefully twice. Save and exit nano. After making these changes, do: sudo netplan generate && sudo netplan apply

How to Use

RDP on port 3389

Why use Ntegral Certified Apps?

Ntegral certified images are always up-to-date, secure, and built to work right out of the box.

Ntegral packages applications following industry standards, and continuously monitors all components and libraries for vulnerabilities and application updates. When any security threat or update is identified, Ntegral automatically repackages the applications and pushes the latest versions to the cloud marketplaces.

No contract needed: pay per hour

Disclaimer: The respective trademarks mentioned in the offering are owned by the respective companies. We do not provide commercial license of any of these products. Many of the products have a, demo or Open Source license as applicable.