Skill Topic · Cinematic

📈 MLOps Maturity Levels — Organization Kahan Hai?

MLOps Series #04 — Google ka MLOps maturity framework + assessment! Apni team kaunse level pe hai —…

Overview

📈 MLOps Maturity Levels — Organization Kahan Hai? — Quick Facts

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Feature: L0 Manual

🎯

Training: Manual

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Deployment: Manual (email)

🔑

Monitoring: None

Topic 1

💡 MLOps Maturity Model Kya Hai?

🤖 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ MLOps MATURITY MODEL…

Topic 2

🏗️ Level 0: Manual ML (No MLOps)

🧠 ` ┌─────────────────────────────────────────────────────┐ │ │ │ LEVEL 0 — MANUAL PROCESS…

Topic 3

🏗️ Level 1: ML Pipeline Automation

💡 ` ┌─────────────────────────────────────────────────────┐ │ │ │ LEVEL 1 — ML PIPELINE…

Topic 4

🏗️ Level 2: CI/CD/CT Pipeline

⚡ ` ┌─────────────────────────────────────────────────────┐ │ │ │ LEVEL 2 — CI/CD +…

Topic 5

🏗️ Level 3: Full MLOps (Autopilot)

🎯 ` ┌─────────────────────────────────────────────────────┐ │ │ │ LEVEL 3 — FULL MLOps…

Topic 6

📊 Levels Comparison Table

🔮 | Feature | L0 Manual | L1 Pipeline | L2 CI/CD/CT | L3 Full Auto | |---|---|---|---|---|…

Topic 7

💻 Python Example: Maturity Assessment Tool

🌐 `python ============================================ MLOps Maturity Assessment Tool…

Topic 8

🗺️ Maturity Roadmap

📊 ` ┌─────────────────────────────────────────────────────┐ │ │ │ MATURITY ROADMAP: │ │ │ │…

Topic 9

❓ Quiz

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a) Best level

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b) Sab manual — Jupyter me train,…

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c) CI/CD setup hai

🎯

a) Koi farq nahi

Comparison

📊 Levels Comparison Table

⚖️

Training: Manual

⚖️

Deployment: Manual (email)

⚖️

Monitoring: None

Quick Quiz

Quiz — Question 1

📈 MLOps Maturity Levels — Organization Kahan Hai? ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

📈 MLOps Maturity Levels — Organization Kahan Hai? ka 'Training' kya hai?

Complete! 🎉

📈 MLOps Maturity Levels — Organization Kahan Hai? Complete!

Aliens School · HIEN · Cinematic Knowledge

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