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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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GNN vs. Trees: High-Speed Hybrid Architecture for XLA Runtime Prediction

GNN vs. Trees: High-Speed Hybrid Architecture for XLA Runtime Prediction

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2 min read
Building Omage — AI-First Python Library. Making PyTorch feel like pseudocode. Open source enthusiast.

Building Omage — AI-First Python Library. Making PyTorch feel like pseudocode. Open source enthusiast.

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1 min read
The drone was never the hard part

The drone was never the hard part

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2 min read
Building AI tools for people who don't trust AI

Building AI tools for people who don't trust AI

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2 min read
Random Forest Is Horizontal Scaling for Predictions

Random Forest Is Horizontal Scaling for Predictions

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4 min read
The Training Data Effect: Why Some Brands Dominate AI Responses

The Training Data Effect: Why Some Brands Dominate AI Responses

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5 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
Understanding Statistical Distributions and Their Impact on Data Science

Understanding Statistical Distributions and Their Impact on Data Science

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6 min read
I built an AI that plays GeoGuessr. Here is how single-image geolocation actually works.

I built an AI that plays GeoGuessr. Here is how single-image geolocation actually works.

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4 min read
ML Mindset

ML Mindset

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3 min read
I built a RAG engine that refuses to answer with garbage context (and it cost me way more debugging than expected)

I built a RAG engine that refuses to answer with garbage context (and it cost me way more debugging than expected)

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3 min read
Text-to-SQL is still brittle. Snowflake's Cortex Sense is a new take.

Text-to-SQL is still brittle. Snowflake's Cortex Sense is a new take.

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3 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
I was sure, and I was wrong

I was sure, and I was wrong

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3 min read
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