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TATayfur Akkaya Clavijotayfur-ac.hashnode.dev

M5 Forecasting Platform

Feb 27 · 10 min read · Repository: m5-forecasting-mlops-platformDataset: Kaggle M5 Forecasting – Accuracy Overview This project goes beyond training a forecasting model in a notebook. It delivers a production-like local ML

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EAElvis Anselmelvisanselm.hashnode.dev

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Building a Real-Time Anomaly Detection System

Jan 12 · 7 min read · I tried to send money to an account number I got wrong (I think I missed a digit), and the transfer didn’t go through. Got an error notification about how the number was incorrect. I immediately corrected this, and the transfer went through, but that...

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TSTilak Savanilightgbm.hashnode.dev

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🚀 LightGBM: Lightning-Fast Gradient Boosting for Large-Scale ML Tasks

Jul 21, 2025 · 3 min read · 🧠 Introduction In the world of machine learning, speed and performance are often at odds—especially with large datasets. Enter LightGBM, a gradient boosting framework developed by Microsoft that’s designed for high efficiency and accuracy. It outper...

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#lightgbm

M5 Forecasting Platform

Building a Real-Time Anomaly Detection System

🚀 LightGBM: Lightning-Fast Gradient Boosting for Large-Scale ML Tasks