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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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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 Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes

Going Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes

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3 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
LightRAG Tutorial: A Practical Guide to Knowledge Graph-Based RAG

LightRAG Tutorial: A Practical Guide to Knowledge Graph-Based RAG

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5 min read
DoorDash and Waymo launch autonomous delivery service in Phoenix

DoorDash and Waymo launch autonomous delivery service in Phoenix

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4 min read
'머신러닝 시스템 설계' (Chip Huyen) 요약 - 파트 2

'머신러닝 시스템 설계' (Chip Huyen) 요약 - 파트 2

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11 min read
Integrating Machine Learning into .NET Healthcare Apps

Integrating Machine Learning into .NET Healthcare Apps

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4 min read
📡 𝗝𝗮𝘃𝗮 𝗶𝗻 𝗧𝗲𝗹𝗲𝗰𝗼𝗺: 𝗵𝗮𝗻𝗱𝗹𝗶𝗻𝗴 𝗺𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗼𝗳 𝗰𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘀𝗲𝘀𝘀𝗶𝗼𝗻𝘀 (𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗺𝗲𝗹𝘁𝗶𝗻𝗴)

📡 𝗝𝗮𝘃𝗮 𝗶𝗻 𝗧𝗲𝗹𝗲𝗰𝗼𝗺: 𝗵𝗮𝗻𝗱𝗹𝗶𝗻𝗴 𝗺𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗼𝗳 𝗰𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘀𝗲𝘀𝘀𝗶𝗼𝗻𝘀 (𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗺𝗲𝗹𝘁𝗶𝗻𝗴)

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2 min read
Revolutionizing Loan Risk Assessment: How I Built a Smarter Default Prediction Model That Actually Understands Finance

Revolutionizing Loan Risk Assessment: How I Built a Smarter Default Prediction Model That Actually Understands Finance

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4 min read
BAYESIAN AND FREQUENTISTS

BAYESIAN AND FREQUENTISTS

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2 min read
Understanding the Assumptions of K-Means Clustering

Understanding the Assumptions of K-Means Clustering

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8 min read
My First Public ML Talk: Human-in-the-Loop Agent-in-the-Loop (Dec 16, DataTalks.Club)

My First Public ML Talk: Human-in-the-Loop Agent-in-the-Loop (Dec 16, DataTalks.Club)

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2 min read
Statistics Day 6: Your First Data Science Superpower: Feature Selection with Correlation & Variance

Statistics Day 6: Your First Data Science Superpower: Feature Selection with Correlation & Variance

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3 min read
Fixing Type Hints for Callable Objects with Custom Signatures in Dagster

Fixing Type Hints for Callable Objects with Custom Signatures in Dagster

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3 min read
The Rise of Green AI: How Sustainable Artificial Intelligence Is Shaping the Future

The Rise of Green AI: How Sustainable Artificial Intelligence Is Shaping the Future

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4 min read
Detecting Sales Anomalies with ML.NET — Razor Dashboard + SQL Integration

Detecting Sales Anomalies with ML.NET — Razor Dashboard + SQL Integration

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3 min read
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