Timestamps

[00:00] Kick off workshop, introduce Rahul and session goals
[01:20] Outline agenda: story, mission, and live demo
[02:32] Share Facebook/Uber data science inspiration
[03:04] Explain Julius’ mission: data science via plain English
[05:04] Walk through top use cases across industries
[06:02] Launch live demo with real cohort dataset
[07:21] Generate retention curves with one prompt
[08:28] Break down retention by plan tier
[10:01] Emphasize code reproducibility and auditability
[11:19] Demo real-time team collaboration features
[12:55] Analyze marketing data with instant charts
[14:23] Run clustering for customer segmentation
[15:38] Save and reuse analysis templates
[20:05] Enable point-and-click no-prompt insights
[48:09]