Data Science Resources, Tutorials and Guides

The Practical Limits of DuckDB on Commodity Hardware

Finding the UX ceiling of local analytics on low-end hardware with a 50M row benchmark.

Turning Google Search into a Kafka Event Stream for Many Consumers

An event-driven approach to monitoring SERP changes — tracking features, entries, and exits instead of noisy rank movements.

Why Google, Bing, DuckDuckGo & Yandex Show Different Results For the Same Query (2026)

A data-driven look at how search engines encode authority, risk, and truth, and have different “personalities”.

How Developers Can Use Public Data to Build Smarter Apps

Public data carries a goldmine of information that can transform how developers work. As a public record, one can access these datasets without special permissions or fees, unlike proprietary or private data. The best thing is that these dataset collections cover a wide range of topics, from weather patterns to national surveys, research findings, and education indicators, to name a few.