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✅ Topic 38: Model Optimization

Course: AI Infrastructure — Section 5: Model Serving Topic: 38 of 70 | Prev: 37-gRPC-ML.md | Next:…

Overview
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✅ Topic 38: Model Optimization — Quick Facts

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Prev: [37-gRPC-ML.md](37-gRPC-ML.md): Next: 39-TensorRT-ONNX.md

Topic 1
📥 📥 🧠 🔬 💡 🎯

🎯 Overview

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Model Optimization = trained model…

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Problem: training model = big +…

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4 main techniques: Quantization,…

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Trade-off: Speed/Size ↔ Accuracy —…

Topic 2
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🏗️ Optimization Landscape

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Model Optimization…
Topic 3
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🐍 Complete Python Implementation

🎯 `python ============================================================ Model Optimization —…
Topic 4
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📊 Optimization Techniques Summary

⭐ | Technique | Size Reduction | Speedup | Accuracy Drop | Effort | Retraining? |…
Topic 5
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❓ Quiz — 5 MCQs

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A) 2x

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B) 4x chota! FP32 = 4 bytes per…

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C) Same size

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D) 10x

Topic 6
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🔗 Navigation

✨ ⬅️ Previous: 37-gRPC-ML.md | ➡️ Next: 39-TensorRT-ONNX.md Pro Tip: ✅ Model optimization…
Quick Quiz
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Quiz — Question 1

✅ Topic 38: Model Optimization ka sabse sahi definition kya hai?

Complete! 🎉
COMPLETE

✅ Topic 38: Model Optimization Complete!

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✅ Topic 38: Model Optimization Complete

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