DS Interview Prep — Rounds, Cases, Offer Close
Convert portfolio into offers: timed SQL/Python screens, stats and experimentation rounds (CUPED/Simpson/permutation/DiD), ML case labs with SHAP + threshold storytelling, guesstimates + product sense, resume/portfolio checklist, a vertical domain capstone, the 45Q proctored final, and the 30-50 mocks ladder to job_ready.
4 weeks
5 modules, 20 lessons
0
~5 hours
100% Free Structured Micro Course
All video lessons, coding exercises, and quizzes are completely free with zero gatekeeping. Start learning right away!
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Course Curriculum
M0 — SQL + Python ScreensFREE PREVIEW
Timed SQL sets, pandas/EDA cases, screen quiz, and the mock screen defense.
M1 — Stats / Experimentation RoundsFREE PREVIEW
CUPED/Simpson/permutation/DiD rounds, AB-test49 defense, stats quiz, recorded mock.
M2 — ML Case LabsFREE PREVIEW
Selection/CV/leakage/PR-AUC/SHAP/threshold cases, churn defense, ML quiz, recorded mock.
M3 — Offer Close: Guesstimates, Portfolio, FinalFREE PREVIEW
Guesstimates + STAR, resume v3 checklist, domain capstone, 45Q final, mocks ladder.
Capstone: Domain Capstone Brief (Plan 96 Sec 6)FREE PREVIEW
Lesson home for the unpublished domain capstone brief; course stays unpublished.
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All videos, lessons, and practice exercises are 100% free with zero gatekeeping. Start learning immediately, or enroll with the ₹99 Verified Certificate Pass.