Media Summary: Effective machine learning (ML) prototyping is critical for developing successful models and applications. Simply understanding--let alone designing--complex systems can be tricky. Traditionally, systems engineering approaches have ...

Pybeach 2025 Parul Gupta Python - Detailed Analysis & Overview

Effective machine learning (ML) prototyping is critical for developing successful models and applications. Simply understanding--let alone designing--complex systems can be tricky. Traditionally, systems engineering approaches have ...

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PyBeach 2025 - Parul Gupta - Python Packaging Expressway: A Path Worth Taking
"Python Scientific Sorcery With Efficient Code" - Parul Gupta (Nbpy2025)
PyBeach 2025 - Carol Willing (Keynote) - Question Driven Development
Accelerating ML Prototyping The Pythonic Way — Parul Gupta (PyBay 2024)
Shreya Gupta  - Keynote PyCon Colombia 2025
PYCON UK 2025 Friday Keynote: Python's True Superpower, Hynek Schlawack
Architecting Real World Complex Systems in Python — Daniel Hulse PyBay 2025
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