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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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Understanding Multiple Inputs in Neural Networks (With Python Examples) — Part 3
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Understanding Multiple Inputs in Neural Networks (With Python Examples) — Part 3

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3 min read
Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split
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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
Cover image for 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
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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
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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
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Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

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16 min read
The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition

The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition

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

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16 min read
We’ve Been Building an ANN Engine for Six Months. Here’s Where It Stands.

We’ve Been Building an ANN Engine for Six Months. Here’s Where It Stands.

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2 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
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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
Cover image for 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'
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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'
Cover image for 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
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe
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When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

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12 min read
Day 5 : Is Your Model Actually Good? - Evaluation Metrics
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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
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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
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Waiting for dawn in search: Search index, Google rulings and impact on Kagi

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5 min read
Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions
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Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions

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16 min read
torch.abs can not be executed in NPU device

torch.abs can not be executed in NPU device

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1 min read
Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained
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Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained

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8 min read
Nonlinear Least Squares and Nonlinear Regression in R: Concepts, Origins, Applications, and Case Studies

Nonlinear Least Squares and Nonlinear Regression in R: Concepts, Origins, Applications, and Case Studies

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5 min read
Why So Many Computer Science Papers End Up in Biomedicine

Why So Many Computer Science Papers End Up in Biomedicine

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2 min read
AI-SPM Explained: How to Secure AI Agents
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AI-SPM Explained: How to Secure AI Agents

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4 min read
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