Skill Topic · Cinematic

👥 MLOps Roles — Kaun Kya Karta Hai?

MLOps Series #05 — MLOps ecosystem me key roles aur unki responsibilities! Data Scientist, ML…

Overview

👥 MLOps Roles — Kaun Kya Karta Hai? — Quick Facts

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Aspect: Data Scientist

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Focus: Research & Experimentation

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Primary Goal: Best model find karna

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Day-to-Day: EDA, feature eng, model training

Topic 1

💡 MLOps Team Structure

🤖 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ MLOps TEAM — KEY…

Topic 2

📊 Role Comparison

🧠 | Aspect | Data Scientist | ML Engineer | MLOps Engineer | |---|---|---|---| | Focus |…

Topic 3

🧑‍🔬 Role 1: Data Scientist

💡 ` ┌─────────────────────────────────────────────────────┐ │ │ │ DATA SCIENTIST — "The…

Topic 4

🔧 Role 2: ML Engineer

⚡ ` ┌─────────────────────────────────────────────────────┐ │ │ │ ML ENGINEER — "The Bridge…

Topic 5

⚙️ Role 3: MLOps Engineer

🎯 ` ┌─────────────────────────────────────────────────────┐ │ │ │ MLOps ENGINEER — "The…

Topic 6

🤝 Role 4-6: Supporting Roles

🔮 ` ┌─────────────────────────────────────────────────────┐ │ │ │ SUPPORTING ROLES: │ │ │ │…

Topic 7

🔄 Role Interactions in MLOps

🌐 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ HOW ROLES WORK…

Topic 8

💻 Python Example: MLOps Team Simulator

📊 `python ============================================ MLOps Team Simulator…

Topic 9

❓ Quiz

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a) Same hain

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b) Data Scientist…

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c) ML Engineer coding nahi karta

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a) Models train karta hai

Comparison

📊 Role Comparison

⚖️

Focus: Research & Experimentation

⚖️

Primary Goal: Best model find karna

⚖️

Day-to-Day: EDA, feature eng, model…

Quick Quiz

Quiz — Question 1

👥 MLOps Roles — Kaun Kya Karta Hai? ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

👥 MLOps Roles — Kaun Kya Karta Hai? ka 'Focus' kya hai?

Complete! 🎉

👥 MLOps Roles — Kaun Kya Karta Hai? Complete!

Aliens School · HIEN · Cinematic Knowledge

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