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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

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16 min read
Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

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16 min read
Why Enterprise AI Fails Without Uncertainty Awareness

Why Enterprise AI Fails Without Uncertainty Awareness

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3 min read
Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

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4 min read
Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

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13 min read
Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

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11 min read
Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

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12 min read
Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

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12 min read
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

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12 min read
"Stop Treating All AI Memories the Same — Introducing Cortex, Who Forgot?"

"Stop Treating All AI Memories the Same — Introducing Cortex, Who Forgot?"

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3 min read
Your AI Pipeline Deserves Better Than `print()`

Your AI Pipeline Deserves Better Than `print()`

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5 min read
Day 5 : Is Your Model Actually Good? - Evaluation Metrics

Day 5 : Is Your Model Actually Good? - Evaluation Metrics

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2 min read
Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

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16 min read
Why AI Models Fail in Production — Even When Accuracy Looks High

Why AI Models Fail in Production — Even When Accuracy Looks High

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1 min read
Waiting for dawn in search: Search index, Google rulings and impact on Kagi

Waiting for dawn in search: Search index, Google rulings and impact on Kagi

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5 min read
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