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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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How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan

How Linear Regression Works: The Lazy Architect Who Drew One Line and Called It a Floor Plan

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11 min read
Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night

Train/Validation/Test Split: Why Your Model Needs Practice, Dress Rehearsals, AND Opening Night

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10 min read
Ridge Regression vs Lasso Regression: A Practical Guide for House Price Prediction

Ridge Regression vs Lasso Regression: A Practical Guide for House Price Prediction

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3 min read
Feldman v Affable Avenue: Lessons from an AI-Hallucinated Default Judgment in Federal Court

Feldman v Affable Avenue: Lessons from an AI-Hallucinated Default Judgment in Federal Court

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6 min read
Accuracy, Precision, Recall, F1: The Four Judges Who Disagree on What Makes a Good Wolf Detector

Accuracy, Precision, Recall, F1: The Four Judges Who Disagree on What Makes a Good Wolf Detector

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10 min read
Build Your Private "Health Brain": Local Llama-3 on MacBook with MLX & HealthKit

Build Your Private "Health Brain": Local Llama-3 on MacBook with MLX & HealthKit

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4 min read
Mi primer paso en la IA de AWS: CĂłmo obtuve la insignia de Machine Learning Foundations

Mi primer paso en la IA de AWS: CĂłmo obtuve la insignia de Machine Learning Foundations

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2 min read
Using Clustering to Group Songs by Tempo, Energy, and Vocals

Using Clustering to Group Songs by Tempo, Energy, and Vocals

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3 min read
Is Your Code (or Manager) Burning You Out? Build an AI Stress Tracker with Svelte & Keras 🎧🔥

Is Your Code (or Manager) Burning You Out? Build an AI Stress Tracker with Svelte & Keras 🎧🔥

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3 min read
RouterEval: An Evaluation Harness for LLM Routing Policies

RouterEval: An Evaluation Harness for LLM Routing Policies

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6 min read
Why Feature Stores Didn't Fix Training–Serving Skew

Why Feature Stores Didn't Fix Training–Serving Skew

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4 min read
LOGOS v1.4.1: Building Multi-Engine AI Reasoning You Can Actually Trust

LOGOS v1.4.1: Building Multi-Engine AI Reasoning You Can Actually Trust

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2 min read
Understanding the ArgMax Function in Neural Networks: A Handy Simplification for Prediction

Understanding the ArgMax Function in Neural Networks: A Handy Simplification for Prediction

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3 min read
DataLens: A Read-Only Image Dataset Sanity Checker

DataLens: A Read-Only Image Dataset Sanity Checker

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2 min read
K-Fold Cross-Validation: The Comedian Who Tested Jokes at Only One Comedy Club and Bombed Everywhere Else

K-Fold Cross-Validation: The Comedian Who Tested Jokes at Only One Comedy Club and Bombed Everywhere Else

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13 min read
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