DataSpell

Mac

The IDE for Data Science & Machine Learning

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Overview

DataSpell by JetBrains is a specialized IDE for data scientists and ML practitioners. It combines intelligent code editing with tools for data exploration, visualization, and model development. Supports Python, SQL, Jupyter Notebooks, and frameworks like TensorFlow/PyTorch. Features real-time code analysis, debugging, Git integration, and collaboration tools. Streamlines workflows from data cleaning to deployment, helping turn raw data into actionable insights efficiently.

Key Features

  • Intelligent editing for Python/SQL/Jupyter Notebooks
  • ML framework integration (TensorFlow/PyTorch)
  • Data visualization & Git version control

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Tool Info

Pricing Paid
Category IDEs
Platform Mac

Pros

  • ⊕ End-to-end workflow support for data science tasks
  • ⊕ Seamless Jupyter Notebook integration with code intelligence

Cons

  • ⊖ Paid license may be expensive for solo developers
  • ⊖ Steeper learning curve compared to lightweight tools like JupyterLab

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