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Data Science

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

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The Black Box Singularity: When Engineering Becomes Alchemy

The Black Box Singularity: When Engineering Becomes Alchemy

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6 min read
How Does Boosting Actually Learn from Mistakes?

How Does Boosting Actually Learn from Mistakes?

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3 min read
Vendor Invoice Project

Vendor Invoice Project

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2 min read
The drone was never the hard part

The drone was never the hard part

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2 min read
Beyond the Best Fit: 5 Counter-Intuitive Truths About Statistical Regression and Regularization

Beyond the Best Fit: 5 Counter-Intuitive Truths About Statistical Regression and Regularization

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5 min read
Taming Open Food Facts: building a fast, searchable nutrition database

Taming Open Food Facts: building a fast, searchable nutrition database

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2 min read
Role of statistics in data science.

Role of statistics in data science.

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2 min read
What Really Happens When You Search on Netflix, Spotify, or Amazon? Behind the Scenes of Modern Search Systems

What Really Happens When You Search on Netflix, Spotify, or Amazon? Behind the Scenes of Modern Search Systems

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5 min read
Gradient Descent: The Engine That Made Deep Learning Possible : How one simple idea changed the way machines learn

Gradient Descent: The Engine That Made Deep Learning Possible : How one simple idea changed the way machines learn

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5 min read
DBSCAN (Density-Based Spatial Clustering of Applications with Noise)

DBSCAN (Density-Based Spatial Clustering of Applications with Noise)

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5 min read
How Netflix Knows What You Want to Watch: Matrix Factorization & Architecture

How Netflix Knows What You Want to Watch: Matrix Factorization & Architecture

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3 min read
Building a world-history map: PostGIS time+bbox search, a full-screen MapLibre UI, and Wikidata ETL lessons

Building a world-history map: PostGIS time+bbox search, a full-screen MapLibre UI, and Wikidata ETL lessons

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8 min read
From Raw Data to Meaningful Insights: A Beginner's Guide to Data Analysis with Python

From Raw Data to Meaningful Insights: A Beginner's Guide to Data Analysis with Python

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2 min read
K-Means Clustering (Unsupervised Learning)

K-Means Clustering (Unsupervised Learning)

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5 min read
An LLM described a website in detail. The website doesn't exist.

An LLM described a website in detail. The website doesn't exist.

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5 min read
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