Data Science · Football · Personal Essays · Ideas

Hi, I'm Sughosh Dixit.

Data scientist at Oracle. I write long-form pieces on statistics, AI, Vedic studies, football, and life in India — and document it all on YouTube.

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30-Day Data Science Challenge

Nonparametric statistics, robust methods, fuzzy logic, and sampling theory — from Boolean algebra to complete audit blueprints. 30 days. 6 pillars. 100+ formulas.

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Sughosh P Dixit2026-02-02

Vedic Studies on Marriage Part 1

Part 1 of a series exploring what the Atharva Veda says about marriage—from Pativedanam (securing a spouse) and Dampatya Santosha to Varchas, Veera Janana, Brahmajaya, and the householder's sacred fire.

29 min read
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Sughosh P Dixit2025-11-28

Day 28: Robust Imputation and Numeric Coercion

Understand how numeric coercion and NA handling affect data distributions. Learn the impact of different imputation strategies on mean, variance, and quantiles for threshold-based rule evaluation.

8 min read
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Sughosh P Dixit2025-11-27

Day 27: Quantile Stability, Ties, and Small Samples

Master practical considerations for computing empirical quantiles. Understand how ties, discrete samples, and different interpolation schemes affect quantile estimates and threshold repeatability.

9 min read
Data Science on YouTube

Data Science & AI

Conversations, tutorials, and career insights — from breaking into data science to building ML products at Oracle.

Football on YouTube

The Beautiful Game

Goals, analysis, and the intersection of football and data science — from the pitch to the pitch deck.

YouTube

Tech Podcasts

Conversations and shorts from the channel — data science, AI, and the journey in tech.

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