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

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

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

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

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3 min read
🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

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3 min read
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