Jan 25 · 5 min read · When I first opened the take‑home task, the goal sounded simple on paper: predict crop yield using weather data. But behind that single sentence was a much broader challenge, an assignment designed to test not just whether I could run models, but whe...
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Dec 29, 2025 · 9 min read · Why Stats Aren't Enough I thought .describe() was enough. It gave me the mean, the max, and the median. But then I learned about Anscombe's Quartet. This is a famous dataset where four different groups of data have the exact same statistical properti...
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Dec 16, 2025 · 3 min read · Published on December 12, 2025 Part of my DataRaFlow 2025 series – learning data analysis through real-world trade statistics This week in the DataRaFlow programme we moved from basic filtering and merging to one of pandas’ most powerful features: gr...
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Dec 1, 2025 · 15 min read · Hey everyone! 👋Welcome back to my tech-learning vlog! Today’s post is special because I spent hours learning Matplotlib, 3D plotting, and Pandas visualization, and I’m going to tell you everything I learned — not just highlights. This is the complet...
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Oct 14, 2025 · 7 min read · Reforzando mis conocimientos de Python Para reforzar mis conocimientos en Python me propuse crear 4 mini proyectos con el fin de utilizar las librerías requests, csv, re, Counter y matplotlib. Proyecto 1: Verificador de endpoints HTTP Para el prim...
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Oct 11, 2025 · 7 min read · Posted on October 10th, 2025 | 7 min read 🎯 Module 2 Complete: Python Libraries I've successfully completed Module 2: Python Libraries from the Machine Learning Engineer Career Path on Educative.com! This module has been a good refresher, combining...
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Oct 8, 2025 · 5 min read · Hello beautiful people 👋I’m Muni — a DevOps engineer who’s been living in the world of pipelines, deployments, and YAML files.But lately, everywhere I look — AI, AI, AI! 😅Everyone’s either training a model, building an agent, or making machines thi...
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Sep 29, 2025 · 8 min read · CSV files (short for Comma-Separated Values) are one of the simplest and most common formats for storing data. You’ll find them everywhere, from bank statements to app logs. At first glance, a CSV is just a plain text file with rows and columns. But ...
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Sep 4, 2025 · 2 min read · When learning data science, it’s important to practice with real-world problems. Instead of just reading about functions, I wanted to build something useful and hands-on. That’s why I started with a simple project: a Personal Expense Tracker using Py...
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Aug 29, 2025 · 4 min read · Data Science may sound like magic, but behind the magic are powerful libraries—pre-built collections of functions, algorithms, and tools that make solving data problems faster and easier. Instead of reinventing the wheel, data scientists rely on thes...
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