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🧪 Topic 48: Experiment Tracking — MLflow, W&B

Course: AI Infrastructure — Section 6: CI/CD & MLOps Infra Topic: 48 of 70 | Prev:…

Overview
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🧪 Topic 48: Experiment Tracking — MLflow, W&B — Quick Facts

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Prev: [47-ML-Pipelines.md](47-ML-Pipelines.md): Next: 49-Model-Registry.md

Topic 1
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🎯 Overview

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Experiment Tracking = har ML…

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Bina tracking: "kaunsa model achha…

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Tools: MLflow, Weights & Biases…

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Key concept: experiment → runs →…

Topic 2
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🧪 Experiment Tracking Architecture

🔬 ` ┌──────────────────────────────────────────────────────────────┐ │ EXPERIMENT TRACKING…
Topic 3
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🐍 Complete Python Implementation

📈 `python ============================================================ Experiment Tracking…
Topic 4
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❓ Quiz — 5 MCQs

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A) Code formatting

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B) Har ML experiment ka params,…

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C) Server monitoring

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D) Data backup

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🔗 Navigation

🎲 ⬅️ Previous: 47-ML-Pipelines.md | ➡️ Next: 49-Model-Registry.md Pro Tip: 🧪 Day 1 se…
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🧪 Topic 48: Experiment Tracking — MLflow, W&B ka sabse sahi definition kya hai?

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