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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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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
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
"Stop Treating All AI Memories the Same — Introducing Cortex, Who Forgot?"
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"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
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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
Waiting for dawn in search: Search index, Google rulings and impact on Kagi
Cover image for 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
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
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
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
From Motion Alerts to Machine Foresight: How Predictive AI Is Rewriting Virtual Guarding

From Motion Alerts to Machine Foresight: How Predictive AI Is Rewriting Virtual Guarding

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3 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
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
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