Accelerated Data Science (ADS) Jobs and Job Runs Feature

The Data Science jobs feature is introduced in ADS v2.4.0 and includes the following:

  • Data Science jobs allow data scientists to run customized tasks outside of a notebook session.

  • Running Data Science jobs and Data Flow applications through unified APIs by configuring job infrastructure and runtime parameters.

  • Customize runtime configurations for executing Python and Bash scripts, or Jupyter notebooks. Include the Python packages you need in the job artifact and/or pull the latest code from your Git repository.

  • Monitoring job runs and streaming log messages using the Logging service.

For more information, see Data Science and ADS SDK. Take a look at our Data Science blog