Programming

Tools for Your LLM: a Deep Dive into MCP

technique that may turn LLMs into actual agents. It's because MCP provides tools to your LLM which it will possibly use to retrieve live information or perform actions in your behalf. Like all other...

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...

How I Optimized My Leaf Raking Strategy Using Linear Programming

, and it’s officially leaf-raking season. As I engaged on this tedious task, I noticed it is essentially one big optimization problem. When raking my leaves, I made 4 piles: one on either side of...

Geospatial exploratory data evaluation with GeoPandas and DuckDB

this text, I’ll show you learn how to use two popular Python libraries to perform some geospatial evaluation of traffic accident data inside the UK. I used to be a comparatively early adopter of...

Tips on how to Increase Coding Iteration Speed

developing code, you regularly must test it before pushing to the event or production environment. Nevertheless, waiting for a deploy with GitHub actions, or CDK stack deploys with CDK, is time-consuming. Such time-consuming tasks...

7 Pandas Performance Tricks Every Data Scientist Should Know

an article where I walked through among the newer DataFrame tools in Python, comparable to Polars and DuckDB. I explored how they'll enhance the information science workflow and perform more effectively when handling large...

Bootstrap a Data Lakehouse in an Afternoon

doesn’t should be complicated. In this text, I’ll show you learn how to develop a basic, “starter” one which uses an Iceberg table on AWS S3 storage. Once the table is registered...

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...

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