Python

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability

Introduction campaign you arrange for Black Friday was a large success, and customers start pouring into your website. Your Mixpanel setup which might often have around 1000 customer events an hour finally ends up...

The best way to Generate QR Codes in Python

to QR Codes “QR” in QR code stands for quick response. QR codes are an emerging and straightforward strategy to retrieve information without typing or searching anything in your phone. These codes are essentially...

Learning, Hacking, and Shipping ML

You wrote many beginner and explanatory articles on TDS. Has teaching the basics modified the way you design or debug real systems at work? I notice the correlation between the more I teach something, the...

Implementing the Rock Paper Scissors Game in Python

Introduction to the Game has been an interesting and on-the-go game since our childhood, one we could play anywhere when bored. The sport is easy. It involves two players, and every player has to...

LLM-as-a-Judge: What It Is, Why It Works, and The way to Use It to Evaluate AI Models

concerning the idea of using AI to judge AI, also often called “LLM-as-a-Judge,” my response was: We live in a world where even toilet paper is marketed as “AI-powered.” I assumed this was just...

A Hands-On Guide to Anthropic’s Recent Structured Output Capabilities

announced Structured Outputs for its top models in its API, a brand new feature designed to be sure that model-generated outputs exactly match the JSON Schemas provided by developers.  This solves an issue many...

The right way to Implement Randomization with the Python Random Module

to Randomisation In our day-to-day life, we come across several different phenomena which might be totally random. The weather is random: sure, we are able to forecast and predict the weather, but to a...

Why I’m Making the Switch to marimo Notebooks

of using Jupyter Lab, I actually have moved most of my work to marimo notebooks, a brand new type of Python notebook that addresses many long-standing issues with traditional ones. This text covers...

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