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Python

Python is a high-level programming language, renowned for its readability and versatility. It is used for web back-end as well as for data, Machine Learning, or automation.
It is currently the reference language in Data Science and Artificial Intelligence, thanks to an extremely rich ecosystem (NumPy, Pandas, PyTorch, TensorFlow…).

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Python in practice

Typical Use Cases

  • Data Science and AI - Pandas, NumPy, scikit-learn, PyTorch, TensorFlow.
  • Web back-end - Django, FastAPI, Flask.
  • Automation and scripts - ETL, orchestrators, internal tools.
  • Research and rapid prototyping of algorithms.

Why Python is dominant in AI

  • Unparalleled scientific ecosystem.
  • Readable syntax - low learning curve for non-developer profiles (data scientists, researchers).
  • Compatibility with all modern AI frameworks.

Caveats

  • Raw performance inferior to compiled languages - critical for certain high-volume processing.
  • Dependency management: choose between Conda, Poetry, uv depending on the context.

How Galadrim can support you

See our offering Python Development.

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