1 • Learning Dashboard
Shows next lesson, saved progress, streak, and tracks
Welcome back, Pradeep!
Continue your learning journey and build real-world engineering skills.
🔥
42 Day Streak Demo Benchmark
🏆
12 Certificates Demo Target
📈
78% Overall Local Calculated
Continue Learning
In Progress
Kubernetes Fundamentals
Understanding Pods, Deployments, Services, and Ingress
⏱️ 12 min left • Step 3 of 5
Your Learning Path
1
Learn
Master concepts
2
Lab
Hands-on sandbox
3
Flow
Visualize workflow
4
Project
Build & deploy
Your Engineering Studios
AI & GenAI
28 Topics • RAG & Agents
DevOps & CI/CD
35 Topics • Pipelines
Kubernetes
24 Topics • Microservices
Cloud (AWS/Azure)
30 Topics • Multi-Cloud
2 • Structured Lesson
Clear learning objectives, visual diagrams, examples, and quizzes
What is Kubernetes?
Kubernetes is an open-source container orchestration platform designed to automate deploying, scaling, and managing containerized applications across cloud clusters.
Learning Objectives
- ✓ Understand Kubernetes control plane and worker node responsibilities.
- ✓ Learn how Deployments maintain desired state through declarative manifests.
- ✓ Know when to use ClusterIP, NodePort, and LoadBalancer Services.
Key Production Benefits
✅ Automated Deployment: Seamless rolling updates with zero downtime.
✅ Self-Healing: Restarts crashed containers and reschedules failed nodes.
✅ Auto-Scaling: Dynamic horizontal pod autoscaling based on CPU/RAM/metrics.
✅ Portability: Runs identically on AWS, Azure, GCP, or bare-metal on-premise.
3 • Interactive Engineering Flow
Connected DAG nodes, real/simulated telemetry, inputs, and hints
CI/CD Pipeline Flow Simulated DAG Drill
Visualize how code changes flow from developer commit to production
Developer
Committed
→
Git Repo
Pushed
→
Build
Compiled
→
Test
Running
→
Security
Pending
→
Deploy
Pending
→
Monitor
Pending
Node Details: Test Stage (Unit & Integration)
Duration: 2m 34s
Runs parallel unit tests, integration test suite, and generates JUnit XML coverage reports.
Live Pipeline Status Simulated State Machine
Success Rate
95.2%
Avg Duration
2m 18s
Last Run
2 mins ago
Current Status
Running
Next Step
Security Scan
4 • Practical Hands-on Lab
Step-by-step instructions, code editor, live terminal, and validation
2. Deploy Application
Deploy the containerized web application using a Kubernetes Deployment manifest with 3 replicas and rolling update strategy.
Expected Output
$ kubectl get deployments NAME READY UP-TO-DATE AVAILABLE AGE web-app 3/3 3 3 18s
💡 Need Help? Check Hints & Solution
Running Simulated Kind Cluster
29:15
Cluster: kind-k8s
Nodes: 2 nodes (v1.28)
Context: kind-kind
Quick Commands