Shane Butler
Sravya Madipalli
Hai Guan
Free Lesson

Ace the Analytics Take-Home and Presentation with AI

Part of Analytics Interviews and Career Growth with AI

60 min
Feb 3, 2027 1:00 PM

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What you'll learn

Lock scope before you add anything

Answer every assigned question completely, write down your assumptions, and only then add extras.

Put the recommendation on page one

Lead with what you would do and why. The analysis goes underneath, not in front.

Keep a decisions log that becomes your Q and A prep

Record every judgment call as you go, so you can defend each one when the panel pushes.

Rehearse a five-minute walkthrough

Time it, then prepare answers to the three things they will push on, predicted by a skeptical AI reviewer.

Why this topic matters

Take-homes are lost by doing too much: eight extra insights, a beautiful notebook, and no clear recommendation. Reviewers read page one and decide. Then the presentation probes the assumptions you never wrote down. This session teaches scope-first, recommendation-first take-homes, and a skeptical AI reviewer that reads your work cold, like a hiring manager who did not watch you build it.

You'll learn from

Shane Butler

Shane Butler

Co-founder, AI Analyst Lab

Sravya Madipalli

Sravya Madipalli

Senior DS Leader (Ex-Microsoft)

Hai Guan

Hai Guan

Co-Founder, AI Analyst Lab

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