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
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