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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
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
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
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
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
Build Your Private "Health Brain": Local Llama-3 on MacBook with MLX & HealthKit

Build Your Private "Health Brain": Local Llama-3 on MacBook with MLX & HealthKit

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4 min read
Mon aventure avec le projet Vivino : transformer des données en recommandations 🍷

Mon aventure avec le projet Vivino : transformer des données en recommandations 🍷

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4 min read
Semantic Tags

Semantic Tags

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2 min read
Turbocharging Flask: High-Performance Serialization with orjson

Turbocharging Flask: High-Performance Serialization with orjson

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5 min read
Coding Alpha: How We Use Python to Scrape Fintech Sentiment in Brazil

Coding Alpha: How We Use Python to Scrape Fintech Sentiment in Brazil

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1 min read
⚖️ Beginner-Friendly Guide 'Minimize Maximum Pair Sum in Array' - Problem 1877 (C++, Python, JavaScript)

⚖️ Beginner-Friendly Guide 'Minimize Maximum Pair Sum in Array' - Problem 1877 (C++, Python, JavaScript)

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3 min read
🧠 Building a Text Emotion Detector GUI in Python (TEXT2EMO)

🧠 Building a Text Emotion Detector GUI in Python (TEXT2EMO)

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3 min read
Is Your Code (or Manager) Burning You Out? Build an AI Stress Tracker with Svelte & Keras 🎧🔥

Is Your Code (or Manager) Burning You Out? Build an AI Stress Tracker with Svelte & Keras 🎧🔥

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3 min read
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