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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
Predicting the Spike: Building a CGM Warning System with Transformers and PyTorch Forecasting

Predicting the Spike: Building a CGM Warning System with Transformers and PyTorch Forecasting

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4 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
Cloud Cost Optimization Using Boto3: Automating EC2 Management with AWS Lambda

Cloud Cost Optimization Using Boto3: Automating EC2 Management with AWS Lambda

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5 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
Building an Automated Data Pipeline

Building an Automated Data Pipeline

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2 min read
Flask Taught Me Features. Scaling WebSockets Taught Me Systems Engineering

Flask Taught Me Features. Scaling WebSockets Taught Me Systems Engineering

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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
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
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
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
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