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DevOps is a cultural and technical movement that combines software development (Dev) and IT operations (Ops) to improve collaboration, accelerate software delivery, and enhance system reliability. It breaks down traditional silos between teams, fostering shared responsibility across the entire software lifecycle—from planning and coding to deployment, monitoring, and maintenance. The core idea is continuous integration and continuous delivery (CI/CD), where code changes are automatically tested, built, and deployed, enabling frequent, reliable releases. DevOps emphasizes automation, infrastructure as code, real-time monitoring, and feedback loops, allowing teams to respond quickly to issues and customer needs. Key benefits include: Faster time to market Improved software quality and security Higher efficiency through automation Stronger collaboration between teams
DevOps is a cultural and technical movement that combines software development (Dev) and IT operations (Ops) to improve collaboration, accelerate software delivery, and enhance system reliability. It breaks down traditional silos between teams, fostering shared responsibility across the entire software lifecycle—from planning and coding to deployment, monitoring, and maintenance. The core idea is continuous integration and continuous delivery (CI/CD), where code changes are automatically tested, built, and deployed, enabling frequent, reliable releases. DevOps emphasizes automation, infrastructure as code, real-time monitoring, and feedback loops, allowing teams to respond quickly to issues and customer needs. Key benefits include: Faster time to market Improved software quality and security Higher efficiency through automation Stronger collaboration between teams
Engage in interactive workshops, real-world case studies, and hands-on simulation sessions designed to enhance your practical skills and knowledge.
| Level | Focus Area | Outcome |
|---|---|---|
| Foundation | DevOps + Linux + Networking | Strong system fundamentals |
| Intermediate | CI/CD + Containers + Cloud | Production-ready deployments |
| Advanced | IaC + Observability + Security | Enterprise-grade automation |
Understand DevOps culture, principles, and lifecycle integration.
Plan → Code → Build → Test → Release → Deploy → Operate → MonitorBuild strong system-level foundation.
| Task | Command |
|---|---|
| Check disk usage | df -h |
| Monitor processes | top |
| Check memory usage | free -m |
| View logs | tail -f /var/log/syslog |
| Change permissions | chmod 755 file.sh |
| Check open ports | netstat -tulnp |
#!/bin/bash
echo "Starting deployment..."
git pull origin main
npm install
npm run build
pm2 restart app
echo "Deployment completed successfully!"Understand networking concepts required for deployment.
| Concept | Description |
|---|---|
| DNS | Resolves domain names to IP |
| HTTP | Application layer protocol |
| HTTPS | Secure HTTP with SSL/TLS |
| Reverse Proxy | Forwards client requests |
| Load Balancer | Distributes traffic |
server {
listen 80;
server_name example.com;
location / {
proxy_pass http://localhost:3000;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
}
}Manage source code effectively.
git init
git add .
git commit -m "Initial commit"
git branch -M main
git push origin main| Strategy | Use Case |
|---|---|
| Git Flow | Structured release management |
| Trunk-Based | Fast CI/CD |
| Feature Branch | Isolated feature development |
Automate build, test, and deployment processes.
name: CI Pipeline
on:
push:
branches: [ "main" ]
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- run: npm install
- run: npm test
- run: npm run build| Strategy | Description |
|---|---|
| Blue-Green | Two identical environments |
| Canary | Gradual rollout |
| Rolling | Replace instances gradually |
| Recreate | Stop old then deploy new |
Package applications for portability and scalability.
FROM node:18
WORKDIR /app
COPY package*.json ./
RUN npm install
COPY . .
EXPOSE 3000
CMD ["npm", "start"]docker build -t myapp .
docker run -d -p 3000:3000 myapp
docker ps
docker logs container_idManage containers at scale.
apiVersion: apps/v1
kind: Deployment
metadata:
name: app-deployment
spec:
replicas: 3
selector:
matchLabels:
app: app
template:
metadata:
labels:
app: app
spec:
containers:
- name: app
image: myapp:latest
ports:
- containerPort: 3000| Component | Purpose |
|---|---|
| Pod | Smallest deployable unit |
| Service | Exposes application |
| Deployment | Manages replica lifecycle |
| ConfigMap | Configuration management |
| Secret | Sensitive data storage |
Deploy and manage infrastructure in cloud environments.
| Model | Description |
|---|---|
| IaaS | Infrastructure as a Service |
| PaaS | Platform as a Service |
| SaaS | Software as a Service |
Automate infrastructure provisioning.
provider "aws" {
region = "ap-south-1"
}
resource "aws_instance" "example" {
ami = "ami-1234567890"
instance_type = "t2.micro"
}| Benefit | Description |
|---|---|
| Automation | Faster infrastructure setup |
| Consistency | Same configuration everywhere |
| Version Control | Track infrastructure changes |
| Scalability | Easily replicate resources |
Monitor system health and performance.
| Tool | Purpose |
|---|---|
| Prometheus | Metrics collection |
| Grafana | Visualization |
| ELK Stack | Log management |
rate(http_requests_total[5m])| Step | Task |
|---|---|
| 1 | Build application |
| 2 | Create Dockerfile |
| 3 | Implement CI/CD |
| 4 | Deploy on Kubernetes |
| 5 | Provision infrastructure with Terraform |
| 6 | Configure monitoring & alerts |
| 7 | Implement blue-green deployment |
After completing this syllabus, a DevOps Engineer will be able to:
This training is ideal for professionals looking to enhance their skills in data-science. Whether you're a beginner or have some experience, this program will help you advance your career.
best of luck