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

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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
I Built an RPG That Teaches English Grammar — Here's What I Learned

I Built an RPG That Teaches English Grammar — Here's What I Learned

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2 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
The 8 CISSP Security Domains You Probably Don’t Think About — But Should

The 8 CISSP Security Domains You Probably Don’t Think About — But Should

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4 min read
Ridge Regression vs Lasso Regression: A Practical Guide for House Price Prediction

Ridge Regression vs Lasso Regression: A Practical Guide for House Price Prediction

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3 min read
I Stopped Guessing HTML & CSS and Followed This Simple Plan (It Actually Worked)

I Stopped Guessing HTML & CSS and Followed This Simple Plan (It Actually Worked)

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3 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
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

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

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

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
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
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
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