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"A journey of a thousand miles begins with a single step." -Chinese Proverb

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

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10 min read
Semantic Tags in HTML

Semantic Tags in HTML

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

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

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11 min read
Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster
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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
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SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

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

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

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11 min read
Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown
Cover image for 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
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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
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Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

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11 min read
Hackathon Survival Guide: What Actually Matters

Hackathon Survival Guide: What Actually Matters

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9 min read
Hooks: How to Put Guardrails on Your AI Coding Assistant
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Hooks: How to Put Guardrails on Your AI Coding Assistant

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4 min read
My First HTML/CSS Portfolio: Lessons, Mistakes, and Next Steps.

My First HTML/CSS Portfolio: Lessons, Mistakes, and Next Steps.

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1 min read
Why My S3 Object URL Still Gave Access Denied (And How I Fixed It)
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Why My S3 Object URL Still Gave Access Denied (And How I Fixed It)

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2 min read
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