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Data Science allows us to extract meaning from and interpret data.

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Gradient Boosting: The Sculptor Who Fixes the Statue by Carving Only Its Mistakes

Gradient Boosting: The Sculptor Who Fixes the Statue by Carving Only Its Mistakes

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15 min read
The Random Forest Series in One Page: Six Posts, One Number That Explains All of Them

The Random Forest Series in One Page: Six Posts, One Number That Explains All of Them

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5 min read
Don't Copy 'sqrt' Into Your Regressor: What max_features Actually Costs You, Measured

Don't Copy 'sqrt' Into Your Regressor: What max_features Actually Costs You, Measured

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5 min read
AdaBoost: The Tutor Who Only Reviews the Questions You Got Wrong

AdaBoost: The Tutor Who Only Reviews the Questions You Got Wrong

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20 min read
Modelling Corporate Acquisition History as a Graph, Not a List

Modelling Corporate Acquisition History as a Graph, Not a List

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2 min read
Governing AI Agents: Why Compile-Time Security is Mandatory

Governing AI Agents: Why Compile-Time Security is Mandatory

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2 min read
Feature Engineering Trade-offs & Multi-Metric

Feature Engineering Trade-offs & Multi-Metric

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1 min read
Linear Regression Explained: Estimating Car Values by Mileage

Linear Regression Explained: Estimating Car Values by Mileage

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4 min read
The LLM was better at building a solver than playing the game

The LLM was better at building a solver than playing the game

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5 min read
"I didn't search for it. I didn't type it. I only talked about it."

"I didn't search for it. I didn't type it. I only talked about it."

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2 min read
Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference

Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference

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11 min read
How to Choose a Minimum Detectable Effect (MDE)

How to Choose a Minimum Detectable Effect (MDE)

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9 min read
Multi-Armed Bandit Testing: How It Works and When to Use

Multi-Armed Bandit Testing: How It Works and When to Use

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11 min read
AI Evals at a Glance: Heatmaps for Stakeholders

AI Evals at a Glance: Heatmaps for Stakeholders

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4 min read
Robotics Has a 95% Data Gap. World Models Multiply Data — They Don't Create It.

Robotics Has a 95% Data Gap. World Models Multiply Data — They Don't Create It.

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6 min read
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