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How Clean Is Famous Open Source Code? I Measured Flask and FastAPI.

How Clean Is Famous Open Source Code? I Measured Flask and FastAPI.

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3 min read
The Confusion Matrix: A Courtroom Drama Where Every Verdict Falls Into One of Four Boxes

The Confusion Matrix: A Courtroom Drama Where Every Verdict Falls Into One of Four Boxes

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11 min read
How To Use A Raspberry Pi Pico 2 With A Light Sensor

How To Use A Raspberry Pi Pico 2 With A Light Sensor

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7 min read
How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan

How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan

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11 min read
Introducing CVE-Alert: Free Real-Time Vulnerability Tracking by Dataforge

Introducing CVE-Alert: Free Real-Time Vulnerability Tracking by Dataforge

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2 min read
Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night

Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night

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10 min read
Feature Engineering: The Dark Art of Teaching Your Model to See What You See

Feature Engineering: The Dark Art of Teaching Your Model to See What You See

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12 min read
Python 🐍 or Go 🚀 for Microservices? I’m curious about your take.

Python 🐍 or Go 🚀 for Microservices? I’m curious about your take.

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1 min read
Handling Missing Data: The Detective's Guide to Solving the Case of the Vanishing Values

Handling Missing Data: The Detective's Guide to Solving the Case of the Vanishing Values

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12 min read
Why I stopped using "Vibe Coding" and built a Socratic AI instead.

Why I stopped using "Vibe Coding" and built a Socratic AI instead.

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2 min read
AI Learning Roadmap for Beginners: Step-by-Step Guide

AI Learning Roadmap for Beginners: Step-by-Step Guide

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12 min read
dioxide v1.1.2: Multi-Binding for Plugin Systems

dioxide v1.1.2: Multi-Binding for Plugin Systems

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3 min read
El acertijo de Monty Hall

El acertijo de Monty Hall

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9 min read
Building an Automated Data Pipeline

Building an Automated Data Pipeline

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2 min read
Accuracy, Precision, Recall, F1: The Four Judges Who Disagree on What Makes a Good Wolf Detector

Accuracy, Precision, Recall, F1: The Four Judges Who Disagree on What Makes a Good Wolf Detector

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10 min read
PCA Explained: Finding the Perfect Angle to Photograph a Sculpture So You Capture Everything in One Shot

PCA Explained: Finding the Perfect Angle to Photograph a Sculpture So You Capture Everything in One Shot

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10 min read
Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

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13 min read
SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

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10 min read
Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

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11 min read
Data Leakage: The Silent Killer That Makes Your Model a Cheating Genius in Training and a Complete Idiot in Production

Data Leakage: The Silent Killer That Makes Your Model a Cheating Genius in Training and a Complete Idiot in Production

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10 min read
Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

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9 min read
Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

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11 min read
One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

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11 min read
Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

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11 min read
Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

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11 min read
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