Benchmark-driven guide to choosing Python Docker images for finance: python:3.14-slim vs intel/python vs Anaconda, with Intel/AMD + BLAS/MKL + GIL threading decision tree.
NumPy
Most Performant Docker Base Images for Data Science on AWS Batch
Benchmark Docker base images for AWS Batch data-science jobs—Ubuntu vs official Python vs IntelPython—with practical guidance on when IntelPython wins for math-heavy workloads.
Jiri Pik’s New Book “Hands-On Financial Trading with Python”
Announcing Hands-On Financial Trading with Python (Packt, 2021): Zipline & PyFolio backtesting, market data sources, and full code on GitHub.
Excel vs. Python – when to use Excel and when to use Python?
Excel vs Python: when spreadsheets are best for small, interactive analysis and sharing—and when Python wins for larger datasets, automation, and advanced analytics (plus Jupyter & key libraries).
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