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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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Forth: The programming language that writes itself

Forth: The programming language that writes itself

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4 min read
The Naive Bayes Classifier

The Naive Bayes Classifier

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1 min read
LLM on AWS with Bedrock and Understanding Non-Determinism in Generative Models

LLM on AWS with Bedrock and Understanding Non-Determinism in Generative Models

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3 min read
Predicting Football Player Market Value with a Simple ML Pipeline (Pandas + Scikit-Learn)

Predicting Football Player Market Value with a Simple ML Pipeline (Pandas + Scikit-Learn)

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10 min read
AI Scoring Agent: Lessons Learned and New Directions

AI Scoring Agent: Lessons Learned and New Directions

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6 min read
🦄 When ML Models Go Wild: Unintentional Art Created by Neural Networks

🦄 When ML Models Go Wild: Unintentional Art Created by Neural Networks

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5 min read
Visopsys: OS maintained by a single developer since 1997

Visopsys: OS maintained by a single developer since 1997

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4 min read
Choosing the Right Machine Learning Algorithm

Choosing the Right Machine Learning Algorithm

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2 min read
Reinforcement Learning: Why It's Quietly Powering the AI Revolution

Reinforcement Learning: Why It's Quietly Powering the AI Revolution

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8 min read
Machine Learning Isn't Intelligence (And That's Fine)

Machine Learning Isn't Intelligence (And That's Fine)

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2 min read
How to Check if Linear Regression Works for Your Dataset

How to Check if Linear Regression Works for Your Dataset

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4 min read
Random Forest Algorithm

Random Forest Algorithm

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2 min read
How to Check if Logistic Regression Works for Your Dataset

How to Check if Logistic Regression Works for Your Dataset

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2 min read
LightRAG Tutorial: Getting Started with Knowledge Graph-Based RAG

LightRAG Tutorial: Getting Started with Knowledge Graph-Based RAG

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5 min read
From JPMorgan's Trading Desk to Your GitHub: Building a Natural Gas Price Forecasting Engine

From JPMorgan's Trading Desk to Your GitHub: Building a Natural Gas Price Forecasting Engine

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3 min read
Feature Stores: The Secret Sauce for Real-Time ML (and Sanity) in Production

Feature Stores: The Secret Sauce for Real-Time ML (and Sanity) in Production

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6 min read
Building a 75,000-Product Image Feature Dataset for the Amazon ML Challenge 2025

Building a 75,000-Product Image Feature Dataset for the Amazon ML Challenge 2025

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4 min read
Andrej Karpathy – It will take a decade to work through the issues with agents

Andrej Karpathy – It will take a decade to work through the issues with agents

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4 min read
Long Long Ago — The History of Generative AI

Long Long Ago — The History of Generative AI

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5 min read
After Asana's AI Breach: What It Takes to Deploy Production AI Agents Securely

After Asana's AI Breach: What It Takes to Deploy Production AI Agents Securely

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5 min read
When you opened a screen shot of a video in Paint, the video was playing in it

When you opened a screen shot of a video in Paint, the video was playing in it

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4 min read
Introduction to Pytorch

Introduction to Pytorch

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4 min read
on device models and how they work in the browser thanks to web assembly and webgpu

on device models and how they work in the browser thanks to web assembly and webgpu

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4 min read
How to Study Machine Learning with Two Variables

How to Study Machine Learning with Two Variables

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2 min read
Going Beyond Accuracy: Understanding the Balanced Accuracy, Precision, Recall and F1-score.

Going Beyond Accuracy: Understanding the Balanced Accuracy, Precision, Recall and F1-score.

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6 min read
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