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MLOps Zoomcamp

🚀 Complete DevOps Bootcamp (April - September 2025)

DevOps (Developers and Operations) is a set of practices, philosophies, and tools that bridge software development (Dev) and IT operations (Ops) to enable faster, more reliable, and automated software delivery..

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📆 Bootcamp Curriculum

📌 Module 1: Foundations & Linux (Weeks 1-4)

Week Topics Assignment
1 Orientation, DevOps Concepts, CI/CD Intro Quiz: DevOps Principles
2 Tool Setup (Chocolatey/Homebrew), AWS Signup Environment Setup Checklist
3 Virtualization, VM Setup (Manual/Automated) Vagrant 3-VM Cluster
4 Linux Commands, File Systems, Vim, Sudo Bash Scripting Lab

☁️ Module 2: Cloud & Networking (Weeks 5-8)

Week Topics Assignment
5 JSON/YAML, VProfile Project Setup Manual 3-Tier Deployment
6 Networking (IPs, Protocols), Nginx Automated Nginx Setup
7 Bash Scripting (Loops, Remote Execution) System Monitor Script
8 AWS EC2, EBS, ELB, CloudWatch Auto-Scaling Group Lab

🐋 Module 3: Containers & Orchestration (Weeks 9-12)

Week Topics Assignment
9 Docker Basics, Microservices Containerize Legacy App
10 Git, Maven CI Pipeline for Java App
11 Jenkins, Nexus, SonarQube Docker CI/CD Pipeline
12 Jenkins Master/Slave, Auth Multi-Branch Pipeline

🛠️ Module 4: Automation & Advanced Topics (Weeks 13-20)

Week Topics Assignment
13 Python for DevOps (Fabric) Automate Deployments
14 Ansible (Playbooks, Roles) AWS EC2 Provisioning
15 VPC, NAT, Bastion Hosts Secure Cloud Network
16 Beanstalk, RDS PaaS Deployment
17 AWS CodePipeline GitOps Workflow
18 Docker Advanced (Volumes, Compose) Multi-Stage Build
19 Kubernetes (Pods, Services) K8s Wordpress
20 K8s Ingress, Secrets VProfile on EKS

⚡ Module 5: Capstone & Certification Prep (Weeks 21-24)

Week Topics Assignment
21 Terraform (Modules, Backends) EKS with TF
22 Helm, GitOps ArgoCD Deployment
23 CloudFormation Infra Templates
24 Final Review Captone Project

📚 Weekly Workflow

  1. Tue/Thu: Live lectures + demos

📌 Key Tools Covered

Instructors

About Codar Tech Africa

MLOps Zoomcamp

Codar Tech Africa is a global tech community of IT enthusiasts. We specialize in helping our highly-skilled, global technology talent community connect with hundreds of leading companies.

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All the activity at Codar Tech Africa mainly happens on Slack. We post updates there and discuss different aspects of data, career questions, and more.

At Codar Tech Africa, we organize online events, community activities, and free courses. You can learn more about what we do at Codar Tech Africa.

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DEVOPS: Complete DevOps Bootcamp (April - September 2025)

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