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🔄 Topic 50: AI Model Retraining Strategy

Course: AI Product — Section 6: AI Product Operations Topic: 50 of 70 | Prev:…

Overview
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🔄 Topic 50: AI Model Retraining Strategy — Quick Facts

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Prev: [49-AI-Cost-Optimization.md](49-AI-Cost-Optimization.md): Next: 51-AI-Feature-Flags.md

Topic 1
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🎯 Overview

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Model Retraining = Updating AI…

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Models are NOT "train once, deploy…

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World changes → user behavior…

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Retraining frequency: weekly…

Topic 2
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📊 Why Models Need Retraining

🧠 ` ┌──────────────────────────────────────────────────────────┐ │ MODEL QUALITY OVER TIME…
Topic 3
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🐍 Model Retraining Framework

💡 `python from dataclasses import dataclass, field from enum import Enum class…
Topic 4
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❓ Quiz — 5 MCQs

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A) Models expire automatically

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B) World changes → data…

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C) GPU memory fills

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D) Licensing expires

Topic 5
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🎯 ⬅️ Previous: 49-AI-Cost-Optimization.md | ➡️ Next: 51-AI-Feature-Flags.md
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