DEVOPS

★★★★★

(2,095 ratings) 50,000+ Student

DEVOPS WITH AI

The DevOps with AI Syllabus focuses on integrating artificial intelligence into DevOps practices to automate development, testing, deployment, and monitoring processes. It covers concepts like intelligent CI/CD pipelines, predictive analytics, automated testing, and AI-driven performance monitoring. This training explains how AI enhances DevOps by improving efficiency, reducing manual effort, and enabling faster, smarter decision-making. It is important because modern organizations rely on automation and data-driven insights to deliver software quickly and reliably. It is ideal for DevOps engineers, cloud professionals, software developers, and IT specialists looking to upgrade their skills with AI-powered automation.

Radical Technologies

50,000+ English 40 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

DEVOPS WITH AI

IT Training Programme

Duration 40 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

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100% placement assistance

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

16 sections covering the complete curriculum — a single, progressive learning arc.

40 hours

Training Duration

Core Modules

112

Total Lessons

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a DEVOPS role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

16 sections • 112 lessons • 40 hours

Jump to Section

Total Duration

40 hours

100% Practical · Unlimited Doubt Sessions

01 Module 1 – Linux Fundamentals for DevOps

Topics

• Linux architecture

• File system & permissions

• Process management

• Package management

• Networking basics

Labs

• Configure Linux server

• User & permission management

Assignment

›• Automate system monitoring using shell scripts

Scenario

›• Troubleshoot production Linux server issue

02 Module 2 – Version Control System

Tools

• Git

• GitHub

Topics

• Git workflow

• Branching strategies

• Pull requests

• Merge conflicts

Lab

• Create project repository

Assignment

›• Implement Git branching strategy for team

03 Module 3 – CI/CD Pipeline

Tools

• Jenkins

Topics

• CI/CD concepts

• Jenkins pipelines

• Automated build & deployment

Lab

• Create CI/CD pipeline for web app

Assignment

›• Automate build and deployment process

04 Module 4 – Containerization

Tools

• Docker

Topics

• Docker architecture

• Images & containers

• Dockerfile creation

• Docker Compose

Lab

• Containerize application

Assignment

›• Build multi-container application

05 Module 5 – Container Orchestration

Tools

• Kubernetes

Topics

• Kubernetes architecture

• Pods, services, deployments

• Scaling applications

Lab

• Deploy app on Kubernetes

Assignment

›• Create auto-scaling system

06 Module 6 – Infrastructure as Code (IaC)

Tools

• Terraform

• Ansible

Topics

• Infrastructure provisioning

• Configuration management

• Automation

Lab

• Provision cloud infrastructure

Assignment

›• Automate infrastructure deployment

07 Module 7 – Cloud Platforms

Platforms

• Amazon Web Services

• Microsoft Azure

Topics

• Cloud fundamentals

• Compute, storage, networking

• Deployment strategies

Lab

• Deploy application on cloud

08 Module 8 – Monitoring & Logging

Tools

• Prometheus

• Grafana

• ELK Stack

Topics

• Monitoring metrics

• Log management

• Alerting

Lab

• Setup monitoring dashboards

09 Module 9 – Introduction to AI & MLOps

Topics

• AI & ML basics

• MLOps lifecycle

• Model training & deployment

Tools

• MLflow

Lab

• Deploy ML model

Assignment

›• Build ML pipeline

10 Module 10 – AI in DevOps (AIOps)

Topics

• Predictive monitoring

• Anomaly detection

• AI-based incident management

• ChatOps with AI

Tools

• OpenAI API

• LangChain

Labs

• AI-based log analysis

• Intelligent alerting system

11 Module 11 – Security in DevOps (DevSecOps)

Topics

• Security in CI/CD

• Vulnerability scanning

• Secrets management

Tools

• HashiCorp Vault

Lab

• Secure CI/CD pipeline

12 Module 12 – Advanced DevOps with AI

Topics

• GitOps

• AI-powered CI/CD optimization

• Auto-healing systems

• Chaos engineering basics

13 🚀 Capstone Projects

Project 1 – AI-Powered CI/CD Pipeline

Features:

• Auto build & deploy

• AI-based failure prediction

• Automated rollback

Project 2 – Smart Monitoring System (AIOps)

Features:

• Log analysis using AI

• Anomaly detection

• Intelligent alerts

Project 3 – ML Model Deployment Pipeline

Features:

• Model training

• CI/CD for ML models

• Version control

Project 4 – Auto-Healing Infrastructure

Features:

• Detect failure

• Trigger auto recovery

• Self-healing system

14 📊 Job-Oriented Scenarios

1. Automate deployment pipeline using Jenkins

2. Troubleshoot Kubernetes production issue

3. Implement monitoring for cloud infrastructure

4. Build AI-based alerting system

5. Secure DevOps pipeline with Vault

6. Deploy ML model in production

15 💼 Career Roles

• DevOps Engineer

• MLOps Engineer

• Cloud DevOps Engineer

• Site Reliability Engineer (SRE)

• AI Ops Engineer

16 ✅ Final Outcome

After this training, learners will be able to:

✔ Build CI/CD pipelines

✔ Deploy scalable applications

✔ Integrate AI into DevOps workflows

✔ Automate infrastructure

✔ Monitor and optimize systems

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

112+

Hands-On Lessons

Core Modules

40 hours

Training Duration

100%

Practical Training

You don't just learn DEVOPS WITH AI. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

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Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

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Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

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Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.