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Published 20 hours ago • verified publisher icon numfocus

Kjell Wooding- Zeno Does Data Science- The Paradoxical Quest for Reproducibility | PyData NYC 2022

Open Adrianf23 opened this issue 1 year ago • 0 comments

0:00 Introduction 2:00 Preface: Zeno's Paradox 4:38 Act I: A Call to Adventure 6:24 Intro to Cookiecutter-Data-Science 8:45 Why Tutorials Are Similar to Zeno's Paradox 10:38 What is the goal of reproducibility? 11:20: Act II: Trials and Tribulations 13:52 Hat Tip: Kedro 15:18 Lesson #1: On Using Git 19:15 Lesson #2: Use Virtual Environments 22:36 DO Use Lockfiles 25:40 Hat Tip: Conda-Lock 26:22 Lesson #3: Script Your Workflow 28:12 Hat Tip: Conda, Mamba 29:21 Lesson #4: Eliminate Hidden State 35:40 Lesson #6: Leave Breadcrumbs 37:10 Act III: The Road Home

Adrianf23 avatar Dec 28 '23 02:12 Adrianf23