DevOps for ML & Microservices
8 weeks Advanced ⭐ 4.5 (112 reviews)

DevOps for ML & Microservices

CI/CD, infra as code, monitoring, reliability, and cloud deployment.

👥 600+ students enrolled 📁 10+ projects ⏱️ 140+ Hours content 🌏 English

What You'll Learn

Implement CI/CD pipelines
Manage containerised applications
Automate infrastructure
Optimise cloud deployments
Ensure security compliance
Master GitOps

Course Curriculum

Introduction to DevOps (3 hrs)
  • Evolution of Software Development (Waterfall → Agile → DevOps)
  • DevOps principles and lifecycle
  • Key tools overview
Linux Fundamentals (5 hrs) +
  • Basic Linux commands
  • Shell scripting basics
  • User & group management
  • Package management (apt, yum)
Git & GitHub (6 hrs) +
  • Git architecture & workflow
  • Branching strategies (Git Flow, trunk-based)
  • GitHub features: Issues, Pull Requests, Actions
  • Secret scanning with Gitleaks
Docker & Containerisation (7 hrs) +
  • Docker architecture (images, containers, volumes)
  • Dockerfile creation & optimisation
  • Pushing/pulling from Docker Hub
  • Docker Compose
Kubernetes (8 hrs) +
  • Kubernetes architecture (nodes, pods, deployments)
  • ConfigMaps, Secrets, StatefulSets, DaemonSets
  • Autoscaling (HPA, VPA)
  • Ingress & LoadBalancer setup
Infrastructure as Code (6 hrs) +
  • Terraform basics (providers, resources, state)
  • AWS provisioning: VPC, EC2, S3
  • Ansible: Playbooks, roles, dynamic inventory
CI/CD & Monitoring (6 hrs) +
  • Jenkins CI/CD pipelines
  • GitLab CI/CD for multi-service apps
  • Prometheus & Grafana: dashboards, alerts
  • ELK Stack basics
DevSecOps & Advanced (6 hrs) +
  • Istio Service Mesh & mTLS
  • GitOps with ArgoCD & Kustomize
  • Secrets Management (Vault, AWS Secrets Manager)
  • Compliance frameworks (CIS, NIST)

Choose Your Level

Basic
2 months
₹15,000
₹25,000
  • DevOps Fundamentals
  • CI/CD Basics
  • Docker Introduction
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Intermediate
3 months
₹20,000
₹35,000
  • Kubernetes
  • Cloud Platforms
  • Infrastructure Automation
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Advanced
3 months
₹20,000
₹35,000
  • Advanced Orchestration
  • Monitoring & Logging
  • Security DevOps
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30-day money-back guarantee
🎓
Rajesh Upadhyay
23+ years industry experience
1000+
Trainings
4.8
Rating
5
Courses

Ready to Enrol?

Start your journey in DevOps for ML & Microservices today.