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☸️ Kubernetes Basics — ML Workloads ke liye K8s

MLOps Series #40 — Kubernetes fundamentals — ML models ko scale karna, manage karna, automate…

Overview
🌟

☸️ Kubernetes Basics — ML Workloads ke liye K8s — Quick Facts

📌

Resource: Kya hai

🎯

Pod: Smallest unit, ek ya containers

⚡

Deployment: Pod replicas manage

🔑

Service: Stable network endpoint

Topic 1
📥 📥 🧠 🔬 💡 🎯

💡 Kubernetes Architecture

📊 ` ┌─────────────────────────────────────────────────────────┐ │ KUBERNETES CLUSTER │ │ │…
Topic 2
✨

📊 K8s Resources for ML

🔬 | Resource | Kya hai | ML Use Case | |----------|---------|-------------| | Pod |…
Topic 3
🔒

💻 K8s ML Manifest Generator

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name: {key}

🔑

name: {self.config.name}

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containerPort: {c.port}

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name: MODEL_VERSION

Topic 4
🧮

❓ Quiz

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a) Server

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b) Sabse chhoti deploy unit — ek…

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c) Database

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a) NodePort

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

☸️ Kubernetes Basics — ML Workloads ke liye K8s ka sabse sahi definition kya hai?

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 2

☸️ Kubernetes Basics — ML Workloads ke liye K8s ka 'Pod' kya hai?

Complete! 🎉
COMPLETE

☸️ Kubernetes Basics — ML Workloads ke liye K8s Complete!

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☸️ Kubernetes Basics — ML Workloads ke liye K8s Complete

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