One Hot Encoding Explained | Built In
One Hot Encoding Explained | Built In
Feb 15, 2024
builtin.com
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Machines don’t understand words—they understand numbers! 🤖 One-Hot Encoding converts categories into a format AI models can process. 💡 How does it work? ⚫ Each category (e.g., country names 🌍, colors 🎨) gets a unique vector ⚫ Only one position is “hot” (1), the rest are zero (0) ⚫ The result? A matrix that represents categorical data in a way models can read! 📊 One-Hot Encoding is key in Machine Learning, NLP, and Deep Learning to handle categorical data. But for large datasets, Label Encod
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