towards-data-science

Artificial Intelligence, claude-code, data-science, knowledge-graph, towards-data-science

A knowledge graph framework that thinks about what it contains

Umesh Bhatt / April 26, 2026

A condensed read on Epistract — the long version is the paper, the framework is on GitHub.Continue reading on Medium »

Artificial Intelligence, data-science, NumPy, Pandas, towards-data-science

20 NumPy Tricks That Make Your Data Science Code 10× Faster. Most Tutorials Skip 15 of These.

DrSwarnenduAI / April 21, 2026

You are writing a for loop to add two arrays.Continue reading on Medium »

ai, data-science, synthetic-data, towards-data-science

Why Your Test Database Is Lying to Your ML Model: A Deep Dive into Schema-Aware Data Generation

Jitendra Devabhakthuni / April 14, 2026

Source: Created using LLMYour model passed staging. It broke in production. The test data was the problem all along.Note to Editors: This is a purely educational technical tutorial. No external links. All code is original, tested, and runnable.Three mo…