Python has turned into a data science and machine learning mainstay, while Julia was built from the ground up to do the job.

IPython, for “interactive Python,” has been gathering steam as a mechanism for interactive computing and data analysis and visualization.

New extension pack bundles wildly popular tools for Python development, assisted by the AI-powered GitHub Copilot and a data wrangler.

With Google data science agent, one scientist estimated that their data processing time dropped from 1 week to five minutes.