MLOps AI Operations
The engine of the AI revolution. Master automated model deployment, scalable cloud infrastructure, and AI-integrated DevOps with 100% practical training.
Automate The Intelligence. Scale The Vision.
Building an AI model is only the beginning. We teach you how to engineer the robust, automated pipelines that take Machine Learning from development to global production.
AI + DevOps Core
Master the intersection of Machine Learning and Infrastructure. Learn to build automated deployment pipelines for AI systems.
Cloud & Containers
Scale your models with Docker and Kubernetes. Build robust, containerized environments on global cloud platforms like AWS.
Lifecycle Management
Understand the complete ML production lifecycle—from automated data processing to model monitoring and optimization.
NASSCOM Recognized
Gain professional certification from an ISO-certified technology leader recognized under India's tech ecosystem.
MLOps Roadmap 2026
A technical deep-dive from infrastructure foundations to complex container orchestration and AI-assisted deployment pipelines.
Foundations
Automation Python
- Automation Scripts
- File & API Handling
- Workflow Automation Concepts
- OOPS & Functions
Linux Mastery
- System Commands & Permissions
- User & Process Management
- Shell Basics
- Server Infrastructure Workflows
DevOps & Cloud
DevOps Workflows
- Git & CI/CD Pipelines
- Jenkins Automation
- Infrastructure as Code Basics
- Build Management Concepts
Cloud Deployment
- AWS Infrastructure Basics
- Scalable Cloud Architecture
- Virtual Servers & Storage
- Deployment Environments
AI Operations
Container Mastery
- Docker Application Packaging
- Kubernetes Orchestration
- Cluster Management Basics
- Scaling AI Workloads
ML Lifecycle
- Model Deployment Pipelines
- Production AI Monitoring
- Generative AI Workflow Basics
- Intelligent Infrastructure
Start Your AI Ops Career Today
Training Centers Near You
Access professional MLOps and Cloud AI training at our centers across South India.
Chennai
Training CenterCoimbatore
Training CenterMadurai
Training CenterTrichy
Training CenterSalem
Training CenterTirunelveli
Training CenterBangalore
Training CenterPuducherry
Training CenterWhy Choose UNIQ?
Providing industry-leading expertise and career support since 2009.
Elite Industrial Training
Master high-demand technologies through rigorous, hands-on industrial training. We bridge the gap between academia and corporate excellence.
Career-Driven Placements
Our placement-oriented programs empower you with the technical edge and professional confidence to secure roles in top-tier organizations.
24/7 Technical Support
Benefit from our dedicated support ecosystem for every project and internship module. We are here to ensure your continuous growth.
Loved by our students
Based on 213 reviews. Join hundreds of satisfied learners who have transformed their careers.
Frequently Asked Questions
Get answers to common questions about our training programs and career support.
Yes. MLOps is one of the fastest-growing technologies because AI systems require scalable deployment and professional infrastructure management to function in production.
Absolutely. Python is the primary language used for automation, AI workflows, and building deployment systems in modern MLOps environments.
Yes. Containerization (Docker) and Orchestration (Kubernetes) are critical for scaling AI models and are core parts of our practical curriculum.
Yes. Linux is the foundation of cloud infrastructure. Mastery of Linux commands and server management is essential for any MLOps or DevOps professional.
Yes. We provide interview preparation, resume engineering, and project guidance specifically for MLOps, AI Infrastructure, and Cloud Operations roles.