The 'GUI on Azure Data Science Hub (DSVM)' is a 'Ubuntu 20.04 LTS' VM that 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 20.04.2 LTS VM
Anaconda ("conda")

Authoring Tools

Jupyter Hub
Jupyter Lab>
Jupyter Notebook

ML Framework

scala
spark
pyspark
pip3

Configure Spark Environment

Use the echo command to add these three lines to .profile:

echo "export SPARK_HOME=/opt/spark" >> ~/.profile
echo "export PATH=$PATH:$SPARK_HOME/bin:$SPARK_HOME/sbin" >> ~/.profile
echo "export PYSPARK_PYTHON=/usr/bin/python3" >> ~/.profile
export SPARK_HOME=/opt/spark
export PATH=$PATH:$SPARK_HOME/bin:$SPARK_HOME/sbin
export PYSPARK_PYTHON=/usr/bin/python3

No contract needed: pay per hour

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.

GUI on Azure Data Science Hub - DSVMNtegral Inc.

GUI on Azure Data Science Hub - DSVM

Ntegral Inc.

GUI on Azure Data Science Hub - DSVM

Ntegral Inc.

GUI on Azure Data Science Hub - DSVM
Ntegral Inc.