Mastering Python Environment Setup for Scientific Computing 🚀 | PyData Vermont 2025

www.pydata.org

45 min talk going through the decision tree for picking Python environment tools / package managers geared toward Scientific computing and context on why Python environment management is so difficult -- spoiler: it's why Python is so popular -- for its flexibility and extensibility.

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

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