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🔄 Continuous Training — Auto-Retrain ML Models

MLOps Series #36 — Data change hua? Drift detect hua? Model auto-retrain ho jaye! CT = ML system ko…

Overview
🌟

🔄 Continuous Training — Auto-Retrain ML Models — Quick Facts

📌

Strategy: When

🎯

Scheduled: Daily/weekly cron

⚡

Data-driven: X new samples arrived

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Drift-triggered: Statistical shift detected

Topic 1
🤖

💡 Continuous Training Kya Hai?

🤖 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ Problem: Models STALE…
Topic 2
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🏗️ CT Pipeline Architecture

🧠 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ CONTINUOUS TRAINING…
Topic 3
📥 ⚙️ 🔬 💡

📊 Retraining Strategies

💡 | Strategy | When | Pro | Con | |----------|------|-----|-----| | Scheduled |…
Topic 4
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💻 Continuous Training System

⚡ `python ============================================ Continuous Training System —…
Topic 5
📥 ⚙️ 🔬 💡

❓ Quiz

💡

a) Speed ke liye

🔑

b) Real-world data time ke saath…

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c) Model size ke liye

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a) Data delete ho gaya

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

🔄 Continuous Training — Auto-Retrain ML Models ka sabse sahi definition kya hai?

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 2

🔄 Continuous Training — Auto-Retrain ML Models ka 'Scheduled' kya hai?

Complete! 🎉
COMPLETE

🔄 Continuous Training — Auto-Retrain ML Models Complete!

Aliens School · HIEN · Cinematic Knowledge

✅

🔄 Continuous Training — Auto-Retrain ML Models Complete

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