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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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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
The AI/ML Learning Path (Sprints-Based, Zero-Cost, Industry-Solid) Track

The AI/ML Learning Path (Sprints-Based, Zero-Cost, Industry-Solid) Track

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3 min read
Choosing the Right Machine Learning Algorithm

Choosing the Right Machine Learning Algorithm

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2 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
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
Random Forest Algorithm

Random Forest Algorithm

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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
Day 10 of improving my Data Science skills

Day 10 of improving my Data Science skills

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2 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
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