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✅ Topic 37: gRPC for ML

Course: AI Infrastructure — Section 5: Model Serving Topic: 37 of 70 | Prev: 36-REST-API-ML.md |…

Overview

✅ Topic 37: gRPC for ML — Quick Facts

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Prev: [36-REST-API-ML.md](36-REST-API-ML.md): Next: 38-Model-Optimization.md

Topic 1

🎯 Overview

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gRPC = Google Remote Procedure…

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REST: JSON + HTTP/1.1 (text-based,…

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ML me gRPC kyun? 3-10x faster than…

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Use cases: internal…

Topic 2

🏗️ gRPC vs REST Architecture

🔬 ` ┌──────────────────────────────────── REST ────────────────────┐ │ │ │ Client ────…

Topic 3

🐍 Complete Python Implementation

📈 `python ============================================================ gRPC for ML —…

Topic 4

📊 Performance Comparison: gRPC vs REST

Topic 5

❓ Quiz — 5 MCQs

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A) Same speed hai

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B) Binary Protobuf (JSON se 3-10x…

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C) Better servers use karta hai

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D) Less features hai

Topic 6

🔗 Navigation

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Comparison

📊 Performance Comparison: gRPC vs REST

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Payload size: 100 bytes

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Serialize time: 10μs

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Latency (p50): 15ms

Quick Quiz

Quiz — Question 1

✅ Topic 37: gRPC for ML ka sabse sahi definition kya hai?

Complete! 🎉

✅ Topic 37: gRPC for ML Complete!

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