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Neural Realms

Welcome to the Neural Realms!

This page focusses on Machine Learning, Data Science and Artificial Intelligence
Sharing findings from my journey learning about it and applying it

Flood Prediction III – UNet Baseline

July 7, 2026
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Flood Prediction II – The Data Prep

June 30, 2026
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BCE, Focal, Dice, and Tversky – Flood Prediction Loss Deep Dive

May 18, 2026
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ORBIT – Personal Planner

May 3, 2026
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Flood Prediction – UNet + Linear Modulation – Notes

April 14, 2026
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Optimizing BigQuery Geospatial Intersects

March 17, 2026
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Grids – Comparative Analysis of Geohash, H3, and S2

March 17, 2026
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Flood Prediction I – Nose diving into Data sources

February 23, 2026
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Beyond Min-Max: The Art of Continuum Normalization for Stellar Spectroscopy

January 23, 2026
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AI Safety – Hinton Lectures

November 13, 2025
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Normalization I

November 5, 2025
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Personal News Feed

October 21, 2025
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© 2023–2026 Winnie W. All content is authored by Winnie W. unless otherwise stated. All rights reserved.