FutureOps: GenAI, Agentic AI & MLOps Training & Certification

Boost your DevOps and Cloud knowledge by enrolling in a 100-hour, practical AI for DevOps engineers course, specially created for those working in the infrastructure and cloud space. Learn how to create Machine Learning, Generative AI, LLMs, Prompt Engineering, RAG, AI Agents, LangChain, LangGraph, CrewAI, AutoGen, MLOps, LLMOps, and Cloud AI applications.

This will help you learn how to create production-level AI applications using various DevOps case studies. This MLOps course also offers practical knowledge about modern AI infrastructure and deployment.

4.955 Ratings 11,456 Learners

20000 +

Professionals Trained

20+

Countries & Counting

1000+

Corporate Served

Book a Free Demo Class Today!

Full name
Email Address
Phone No.
Enquiry for:
Myself

Company
Write Message
By providing your contact details, you agree to our Terms & Conditions and Privacy Policy

↻

Enter code shown above

Please enter the captcha code

Skills Covered

Linux

DevOps

Overview

Comprehensive Learning Path

FutureOps: GenAI + Agentic AI for DevOps Engineers is a 100-hour learning program aimed at those who specialize in DevOps, Cloud, Linux, and other infrastructure and would like to enhance their AI engineering skills.

Starting from the basics of Python, Data Science, Machine Learning, Deep Learning, and LLM to Prompt Engineering, GenAI applications, RAG, Vector Databases, and Agentic AI, the course is a good Agentic AI learning program for the professionals to develop the respective competencies.

Also, the participants will be trained in LangChain, LangGraph, CrewAI, AutoGen, Open-Source LLMs, MLOps, LLMOps, Docker, Kubernetes, and Cloud AI. This means that they will learn how to develop and deploy production-level AI applications. Thus, this course is perfectly suited for those professionals who are preparing for the AI Engineer Certification and want to have a career in the infrastructure machine learning area.

At the end of the course, there are capstone projects which help them apply their skills in Machine Learning, RAG, Agentic AI, and DevOps.

GENERATIVE AI FUNDAMENTALS

Get familiar with the core concepts of Generative AI & Large Language Models, including LLM architecture, tokens, context windows, AI APIs, hallucinations, model capabilities, and their limitations.

Get the necessary background in AI and Machine Learning that will make you ahead in the study of the Machine Learning course and Generative AI role in the modern MLOps certification process.

PYTHON & AI FOUNDATIONS

Acquire practical knowledge in Python programming and Machine Learning that will allow you to create your own applications using AI. Study data processing, APIs, FastAPI, and AI pipeline. Explore the practical cases of AIOps Machine Learning.

PROMPT ENGINEERING

Study how to engineer prompts for interaction with Large Language Models by means of different prompting techniques, such as role-based, few-shot, structured, and multi-step prompting. Use your prompt engineering skills in your DevOps, infrastructure, and Generative AI in DevOps projects.

RAG & VECTOR DB

Create smart knowledge engines utilizing embeddings, semantic search, vector databases, document understanding, and Retrieval-Augmented Generation. Build personal knowledge assistants and enterprise RAG solutions, as well as practical examples of AIOps and DevOps usage.

AGENTIC AI & MLOPS

Build agentic AI systems using LangChain, LangGraph, CrewAI, and AutoGen and find out how to operate and orchestrate AI systems using Docker, Kubernetes, MLOps, LLMOps, and cloud technologies. This practical MLOps course is the next step after a Generative AI course.

AI FOR DEVOPS

Utilize generative AI for practical DevOps and infrastructure applications. Understand how AI agents can help with incident triaging, log analysis, runbooks automation, infrastructure help, and operational workflows.

Discover some examples of usage:

AI-driven incident triaging and log analysis
Automation of runbooks and remediations assistance
Assistance in infrastructure provisioning
Integration of shell, CLI, cloud, monitoring, and ticketing tools
AI-driven assistance in troubleshooting and operational workflows
Human-in-the-loop for approvals of critical operations
AI output review in terms of safety, cost, reliability, and observability

Build your practical skills in DevOps, Generative AI, MLOps, and LLMOps, which will allow you to lay the ground for the MLOps certification and the skills provided in the best machine learning engineer course path.

CONTAINERIZED AI & KUBERNETES

Receive recommendations on how to containerize, deploy, and scale AI applications using Docker, Kubernetes, and FastAPI. Learn more about the deployment of AI workload, GPU, models, LLMs, and Kubernetes infrastructure for the development of AI in production.

MLOPS, LLMOPS & CI/CD

Prepare your AI application for production by leveraging the best practices of MLOPS and LLMOPS. Get familiar with model versioning, experiment management, AI pipelines, monitoring, prompt versioning, testing, and CI/CD practices in ML and LLM applications.

Develop a RAG or Agentic AI application with Docker, Kubernetes, FastAPI, and CI/CD and find out more about the metrics of production such as latency, cost, model drift, and AI quality.

CLOUD AI DEPLOYMENT

Learn more about the managed AI services on AWS, Azure, and Google Cloud including AWS Bedrock, SageMaker, Azure AI, and Vertex AI. Receive recommendations on whether it makes sense to utilize managed or self-hosted AI based on cost, control, security, and compliance and leverage managed AI on the cloud.

Benefits of FutureOps: GenAI, Agentic AI & MLOps Training & Certification

Benefits of GenAI, Agentic AI & MLOps Training

FUNDAMENTALS & KEY FEATURES

Acquire knowledge and skills in the area of AI for DevOps Engineers by studying Generative AI, LLMs, RAG, Agentic AI, and AI workflows using AI infrastructure.
Acquire knowledge and skills in Python, Data Science, Machine Learning, Deep Learning, and basic of LLMs through ML Course Track.
Study areas such as Prompt Engineering, Embeddings, Vector Databases, Semantic Search, and Retrieval-Augmented Generation (RAG).
Acquire knowledge and skills in Building Autonomous AI Agents through LangChain, LangGraph, CrewAI, and AutoGen.
Study areas such as Application of GenAI in DevOps including Incident Triage, Log Analysis, Runbook Automation, and Infrastructure & Operations Workflows.
Acquire knowledge and skills in areas associated with MLOps such as Model Deployment, Experiments Tracking, Monitoring, Versioning, and Production AI Workflows.
Study areas associated with LLMOps such as Prompt Versioning, Evaluation, Observability, Cost Tracking, and Deployment of Applications based on LLMs.
Gain practical experience with Docker, Kubernetes, FastAPI, CI/CD, and Cloud AI platforms such as AWS, Azure, and Google Cloud.
Gain practical experience in building production-level projects where you will be able to create AI Incident Response Agent, Private GPT Knowledge Assistant, and Multi-Agent Infrastructure Automation.
Prepare yourself for jobs such as AI/LLMOps Engineer, GenAI Application Developer, Agentic AI Engineer, Cloud AI Engineer, and MLOps Engineer.
Prepare for MLOps Certification and acquire knowledge that will help you in getting AI Engineer Certification.
Gain practical experience through labs and projects.

WHO SHOULD ENROLL IN THIS PROGRAM?

DevOps Engineers willing to gain practical experience in Generative AI and Agentic AI.
Cloud Engineers wanting to pursue a career in AI-enabled infrastructure, automation, and AI services within the cloud.
Linux, System and Infrastructure Administrators wanting to gain experience in using AI for infrastructure troubleshooting and incident management.
SREs and Platform Engineers interested in working in automation, monitoring, production environments and AI-enabled operations.
Software Developers wanting to develop and deploy GenAI applications, RAG systems and AI agents.
IT Professionals aiming to transition into AI, MLOps, LLMOps and cloud engineering with help of an MLOps Course in India.
Cloud and DevOps Professionals willing to enhance their skillset with the help of an LLMOps Course.
Professionals interested in learning about DevOps AIOps use cases such as log analytics, incident triage, runbook automation and infrastructure assistance.
AI and Automation Enthusiasts willing to evaluate AI tools and find solutions that would become the Best AIOps Platform for them.

WHY THIS PROGRAM WILL BOOST YOUR CAREER

Generative AI is changing the way software is developed, cloud environments are managed, and IT operations are handled. This program is designed to help DevOps and Cloud professionals develop practical skills in Generative AI, Agentic AI, MLOps, and LLMOps and apply them in real-world situations.

Rather than simply learning how AI works, the program focuses on using AI to solve DevOps and infrastructure challenges, including incident triage, log analysis, runbook automation, infrastructure assistance, RAG applications, and multi-agent workflows.

The program includes hands-on projects covering RAG, Agentic AI, MLOps, LLMOps, Docker, Kubernetes, and Cloud AI. This practical approach helps learners develop skills that are relevant to emerging AI engineering roles. It also provides a strong foundation for professionals preparing for an AI Engineer Certification or looking to pursue a career-focused Generative AI course.

The curriculum can also be useful for learners considering an MLOps course with placement or GenAI course with placement, while maintaining a strong emphasis on hands-on learning, production-ready projects, and practical AI engineering skills.

08306996216

Book a Free Demo Class Today!

Full name
Email Address
Phone No.
Enquiry for:
Myself

Company
Write Message
By providing your contact details, you agree to our Terms & Conditions and Privacy Policy

↻ Enter code shown above
Please enter the code shown above

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

FutureOps: GenAI, Agentic AI & MLOps Training & Certification Curriculum

Course Content

No Course Content Found Please Fill Form for Course Content.

Training Online Exam & Certification

Live your dream to be hired by top IT Companies with us, offering an array of professional courses with 100% Job Assistance

Click to Zoom

Trusted By 50,000 people
World Wide

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