Python

Think Your Python Code Is Slow? Stop Guessing and Start Measuring

I used to be working on a script the opposite day, and it was driving me nuts. It worked, sure, however it was just… slow. Really slow. I had that feeling that this...

Keeping Probabilities Honest: The Jacobian Adjustment

Introduction customer annoyance from wait times. Calls arrive randomly, so wait time X follows an Exponential distribution—most waits are short, just a few are painfully long. Now I’d argue that annoyance isn’t linear: a 10-minute...

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

: The Midnight Paradox Imagine this. You’re constructing a model to predict electricity demand or taxi pickups. So, you feed it time (corresponding to minutes) starting at midnight. Clean and easy. Right? Now your model sees...

Synergy in Clicks: Harsanyi Dividends for E-Commerce

Have you ever ever played a co-operative game or sport? Let’s consider one other example, but this time within the skilled world. Let’s say you're a part of a company whose primary technique of...

Stop Retraining Blindly: Use PSI to Construct a Smarter Monitoring Pipeline

, cleaned the information, made a number of transformations, modeled it, after which deployed your model to be utilized by the client.  That’s a whole lot of work for an information scientist. However the job...

EDA in Public (Part 2): Product Deep Dive & Time-Series Evaluation in Pandas

! Welcome back to the “EDA in Public” series! That is Part 2 of the series; when you haven’t seen Part 1 yet, read it here. Here’s a recap of what we conquered. In Part...

2025 Must-Reads: Agents, Python, LLMs, and More

Never miss a brand new edition of , our weekly newsletter featuring a top-notch collection of editors’ picks, deep dives, community news, and more. Could it  be the top of one other 12 months? We’ve been...

Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting

been to an art museum and wondered how such a seemingly bizarre piece of art can get so famous or be sold at such a high price? Or how artwork that seems really...

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