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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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On-Device SLMs: A Guide to Gemini Nano Integration in Android 16

On-Device SLMs: A Guide to Gemini Nano Integration in Android 16

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4 min read
Why Your Retail AI Model Will Fail This Ramadan (And What to Do About It)

Why Your Retail AI Model Will Fail This Ramadan (And What to Do About It)

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7 min read
Cross Entropy Derivatives, Part 4: Solving for other output classes

Cross Entropy Derivatives, Part 4: Solving for other output classes

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2 min read
Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

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15 min read
I had knee pain for months cycling. So I built a free (AI) bike fitting tool

I had knee pain for months cycling. So I built a free (AI) bike fitting tool

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2 min read
The Sigmoid Function: The Story of the World's Most Diplomatic Mathematician

The Sigmoid Function: The Story of the World's Most Diplomatic Mathematician

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10 min read
Multicollinearity: The Three Witnesses Who Told the Same Story — And Why the Jury Got Confused

Multicollinearity: The Three Witnesses Who Told the Same Story — And Why the Jury Got Confused

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12 min read
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
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
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
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