Generative AI for DevOps Training & Certification

Master Generative AI for modern DevOps and cloud environments with practical, industry-focused training. Learn how to use Large Language Models, Prompt Engineering, RAG, AI Agents, Python, LangChain, LangGraph, Docker, Kubernetes, CI/CD, and cloud technologies to automate DevOps workflows and solve real-world infrastructure challenges.

Build practical AI-powered DevOps solutions through hands-on labs, projects, and a comprehensive capstone experience.

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Skills Covered

Linux

DevOps

Overview

Comprehensive Learning Path

The Generative AI for DevOps Training & Certification program at AP2V is designed to help DevOps, Cloud, Linux, Infrastructure, and Software professionals integrate Generative AI into their existing technical workflows.

The program starts with the fundamentals of Python, Machine Learning, Generative AI, and Large Language Models before progressing into Prompt Engineering, RAG, Vector Databases, AI Agents, Agentic AI, and AI-powered automation.

Learners will also explore how Generative AI can be integrated with modern DevOps technologies, including Docker, Kubernetes, CI/CD pipelines, Infrastructure as Code, monitoring, troubleshooting, and cloud platforms.

The learning path combines AI concepts + DevOps automation + practical projects so professionals can apply Generative AI to real infrastructure and operational challenges.

GENERATIVE AI FUNDAMENTALS

Understand the fundamentals of Generative AI and Large Language Models.

Learn about LLM architecture, tokens, context windows, AI APIs, hallucinations, model capabilities, limitations, and practical enterprise use cases.

PYTHON & AI FOUNDATIONS

Build the Python foundation required to develop AI-powered applications and automation scripts.

Learn how Python can be used to work with APIs, structured data, automation workflows, LLMs, and DevOps tools.

PROMPT ENGINEERING

Learn how to communicate effectively with Large Language Models using structured, optimized prompts.

Explore role-based prompting, few-shot prompting, context engineering, structured outputs, multi-step prompts, and technical use cases.

RAG & VECTOR DATABASES

Learn how Retrieval-Augmented Generation enables AI applications to retrieve relevant information before generating responses.

Work with embeddings, semantic search, document processing, vector databases, and enterprise knowledge bases.

AGENTIC AI

Move beyond simple AI chatbots and learn how intelligent AI agents can plan tasks, use tools, access information, and execute multi-step workflows.

Build agent-based solutions using modern frameworks such as LangChain, LangGraph, CrewAI, and AutoGen.

AI FOR DEVOPS

Apply Generative AI to real DevOps and infrastructure use cases.

Learn how AI can assist with:

Infrastructure automation
Log analysis
Incident investigation
Troubleshooting
Configuration generation
CI/CD automation
Runbook automation
DevOps documentation
Monitoring and operational workflows

CONTAINERS & KUBERNETES

Learn how to package and deploy AI-powered applications using Docker and Kubernetes.

Understand containerization, Kubernetes workloads, deployment strategies, orchestration, and cloud-native AI application deployment.

CI/CD FOR AI APPLICATIONS

Learn how to integrate AI applications into modern CI/CD workflows.

Build automated pipelines for application testing, containerization, deployment, monitoring, and production delivery.

Benefits of Generative AI for DevOps Training & Certification

FUNDAMENTALS & KEY FEATURES

Learn Generative AI specifically for DevOps and infrastructure use cases.
Build strong foundations in Python, LLMs and Prompt Engineering.
Develop practical RAG applications using Vector Databases.
Build intelligent AI agents using modern Agentic AI frameworks.
Automate repetitive DevOps and infrastructure workflows.
Use AI for log analysis, troubleshooting and incident response.
Generate infrastructure configurations and automation scripts using AI.
Integrate AI into CI/CD and cloud-native workflows.
Work with Docker, Kubernetes and modern deployment practices.
Build practical AI applications using leading LLM platforms and APIs.
Gain hands-on experience through labs and real-world projects.
Develop skills relevant to emerging AI, DevOps, MLOps and Platform Engineering roles.

WHO SHOULD ENROLL IN THIS PROGRAM?

DevOps Engineers looking to integrate Generative AI into their workflows.
Cloud Engineers interested in AI-powered infrastructure automation.
Linux and System Administrators looking to adopt AI for operations.
SREs and Platform Engineers working with automation and production systems.
Software Developers interested in building AI-powered DevOps applications.
Infrastructure Engineers looking to automate operational tasks.
IT professionals transitioning toward AI, DevOps and Platform Engineering.
Cloud and DevOps professionals interested in Agentic AI.
AI enthusiasts with an interest in infrastructure and automation.
Professionals looking to build practical Generative AI skills for technical careers.

WHY THIS PROGRAM WILL BOOST YOUR CAREER

Generative AI is changing how software development, cloud infrastructure and IT operations are performed.

DevOps professionals who can combine cloud, automation, infrastructure and AI can create intelligent systems that go beyond traditional scripting and automation.

This program focuses on applying Generative AI directly to real DevOps challenges—from generating configurations and analyzing logs to building RAG assistants and autonomous incident-response workflows.

Instead of learning Generative AI as a standalone technology, you learn how to integrate it into the tools and workflows you already use.

Career Opportunities

After completing the program, learners can explore roles such as:

Generative AI Engineer
AI DevOps Engineer
DevOps Automation Engineer
AI Automation Engineer
Cloud AI Engineer
MLOps Engineer
Platform Engineer
Site Reliability Engineer
AI Infrastructure Engineer
GenAI Application Developer

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Why Choose AP2V?

Flexible & Personalized Learning

Experience ultimate flexibility with batch slots, online learning, recorded sessions, backup classes, and easy payment options all designed for your convenience and success

Expert Trainers, Real-World Projects

Learn from globally certified trainers with industry expertise, using innovative training methods and exclusive live project work to ensure deep, practical skills

Career-Driven Skill Building

Get comprehensive career support through technical interview prep, resume workshops, applied project work, personality development, and continuous mentoring to make you job-ready and confident

Trusted Industry Leader

Join a respected institute with over 10 years of excellence, top global certifications, 50+ expert trainers, and consistent high student ratings focused entirely on your growth and future

Lifetime Guidance & Mentorship

Gain ongoing value with lifetime access to class recordings, continuous expert guidance, dedicated mentorship, and more—ensuring you always have support on your learning journey

Your Success, Our Commitment

Our dedicated placement team works for you, and all trainings are certificate-oriented with options for guaranteed certificates

Generative AI for DevOps Training & Certification Curriculum

Course Content

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Student Success Stories

Discover how professionals transformed their careers with AP2V’s expert-led programs.

Jyoti Verma

Technical Head

AP2V Academy is a great place for learning. I have joined AP2V for DevOps training. Staff members are also good. The flexible batch facility also helps us. Thanks to the AP2V team

Rated 5.0/5

Parul Yadav

Cloud Engineer

I attended RHCSA, RHCE, AWS, and DevOps training at AP2V Academy. The course was well structured with good hands-on practice. Trainers explained concepts clearly. Overall, a valuable learning experience.

Rated 5.0/5

Sudhakar Singh

Cloud Engineer

One of the best institutes in the Delhi NCR region for Linux, DevOps, AWS, and cloud technologies. Faculty is professional and gives personal attention to students. Trainers are always helpful in resolving technical doubts. Excellent support staff. Highly recommended.

Rated 5.0/5

Prashantha Shettar

Technical Head

I purchased my RHCSA exam voucher from AP2V, and the process was smooth and professional. The team guided me well with scheduling and portal formalities, even double-checking my details to avoid extra cost. Quick support and transparent communication. Highly recommended for Red Hat certifications.

Rated 5.0/5

Longanathan Varatharasa,

Technical Head

My experience with AP2V was excellent. The RHCSA training was clear and practical, focused on real exam objectives, and the RHCE training is helping me build strong automation and Ansible skills. The team is professional and supportive. Highly recommended for Red Hat certifications.

Rated 4.5/5

Armita Paucar

Project Manager

I started with AP2V through the RHCSA program to build a strong technical foundation, and the training was clear and practical. I later continued with RHCE and CKA, which improved my understanding of automation and container orchestration. The professional environment and expert trainers are why I continue learning at AP2V.

Rated 5.0/5

Pasupathi Thumbur

Software Engineer

I completed Docker & Kubernetes training at AP2V. The course content was structured well with good hands-on labs. Trainer Jyothi explained concepts clearly and helped with doubts whenever needed. Overall, a useful program for getting practical knowledge in containers and orchestration.

Rated 5.0/5

Swathi Raj Marnadi

SRE

I had a very good learning experience with AP2V during my CKA training. The sessions were well structured, hands-on, and easy to follow for beginners. Overall, a great place for Kubernetes, DevOps, and cloud certifications

Rated 5.0/5

Praveen Sharma

SRE

My name is Praveen Sharma I done complete Linux course from AP2V. As teaching quality and interactive sessions was absolutely perfect so I decided to do further courses like Docker and Kubernetes and AWS Certified Solutions Architect as well, with more hands on experience

Rated 5.0/5

Mahbub Alam

Linux Administrator

I come from a non-IT background and learned Linux, Automation, and DevOps at AP2V Academy. The sessions were well organized and easy to follow. If you are looking for a reliable online platform to upskill yourself, AP2V is the right choice.

Rated 4.5/5

RITIK NARULA

Linux Administrator

Thank you AP2V Solutions for the Linux training. The course was informative and enjoyable, with a well-planned structure that made learning easy. After completing the training, I feel more confident and motivated to start my career in IT.

Rated 4.5/5

Mohit Devendra

Linux Administrator

My experience was very positive. It provided me with a strong platform to learn and enhance my technical skills through practical training. AP2V is one of the best institutes in the Delhi NCR region for Linux professional courses. The trainers are highly experienced, supportive, and always willing to help with doubts

Rated 5.0/5

Tushar Baliyan

Cloud Engineer

My learning experience here was very good. The institute provides quality training in Linux, DevOps, AWS, and cloud technologies. The faculty is professional, supportive, and gives personal attention. Overall, a recommended place for technical learning.

Rated 5.0/5

Pranshu adlakha

Cloud Engineer

My experience at AP2V was very good. The training focused on practical cloud concepts with hands-on practice, making sessions easy to follow. Supportive trainers helped build confidence for real cloud work.

Rated 4.5/5

Mahendra Kumar

Cloud Engineer

I’m Mahendra, and I enrolled in the DevOps and AWS courses at AP2V. I genuinely had a great learning experience, as the training was well structured and easy to follow. The support from the trainers and team was excellent, and I’m really happy with the guidance and training provided by AP2V Academy

Rated 5.0/5

Cracked Their Dream Careers In

Arpit Jain

Arpit turned his IT career goals into reality with AP2V’s training & Mentorship. Today, he proudly works as a Customer Reliability Engineer at Isovalent, achieving his dream role in the Tech Industry

Arpit Jain cracked a career at

Customer Reliability Engineer Cloud networking & open-source technology company

Akshita Mangal

Akshita Mangal enhanced her technical skills through AP2V’s guided training and successfully began her career as a DevOps Engineer at Sarv, Jaipur

Akshita Mangal cracked a career at

Linux Admin Cloud communication and technology solutions

Kartik Agarwal

Kartik advanced his expertise through AP2V’s hands-on training and secured a role at Cloudera. His success highlights how strong technical foundations and the right mentorship lead to rewarding career

Kartik Agarwal cracked a career at

Software Engineer Enterprise data management and cloud analytics com

Tarun Saini

With AP2V’s expert DevOps training, Taurn Saini secured a Senior DevOps Engineer role at Compliance Innovation with a 15 LPA package, marking a major milestone in his IT career.

Tarun Saini cracked a career at

Senior Devops engineer Compliance innovation

Maviya Khan

Maviya enhanced his cloud skills with AP2V specialized training & secured a role as an OpenShift Administrator at NetConnect Global with 15 LPA package, building a strong career in cloud technologies.

Maviya Khan cracked a career at

OpenShift Administrator IT consulting and digital transformation company

Prashant Agarwal

Prashant completed his DevOps training at AP2V and achieved his goal by joining Red Hat, Pune as a DevOps Engineer with a 6 LPA package, turning his passion for cloud technology into a success career.

Prashant Agarwal cracked a career at

DevOps Engineer Open-source software & enterprise solution company

Pranshu Adlakha

Pranshu Adlakha mastered DevOps skills with AP2V’s training & secured a DevOps Engineer role at Freecharge, Gurgaon with a 7 LPA package, marking a strong start in the fintech technology space