Production deployment skills for data and AI systems. Covers cloud platforms, containerisation, CI/CD pipelines, and the full MLOps lifecycle. Updated with LLMOps, AI observability, and FinOps for AI.
This Cloud, DevOps & AI Deployment course is designed for learners across India who want practical, job-focused training in Cloud, Docker, Kubernetes, CI/CD. Averra combines live guidance, structured lessons, labs, assessments, and counseling so you can move from fundamentals to portfolio-ready skills.
Clear fitment for students, graduates, and professionals choosing a Data or AI learning path.
Core outcomes and practical skills covered across this course.
6 focused modules with 13 hands-on lab areas and 4 updated 2025/26 topic markers.
4 lectures covering Cloud Computing Concepts, AWS for Data & AI, Azure & GCP for Data & AI
2 lectures covering Docker Fundamentals, Docker for ML Applications
2 lectures covering Kubernetes Fundamentals, Kubernetes for ML Workloads
2 lectures covering CI/CD Fundamentals, CI/CD for ML & Data Pipelines
5 lectures covering MLOps Principles & Maturity Model, MLflow End-to-End, Feature Stores
4 lectures covering LLM Deployment Patterns, LLMOps Tooling, AI System Security & Compliance in Deployment
Averra Data, Pirangut
Averra Data provides course counseling and online training support for learners across India. Share your background, preferred schedule, and career goal, and our team will help you choose the right Data, Analytics, AI, Python, SQL, Governance, or Cloud path.
Explore connected courses that build naturally from this learning path.
Answers to common questions about fitment, tools, certification and enrollment.
Cloud, DevOps & AI Deployment is suitable for professionals who already know the basics and want deeper practical skills, learners preparing for portfolio projects, interviews, and applied workplace use, analysts, engineers, and managers who need advanced implementation and governance depth.
The course covers Cloud, Docker, Kubernetes, CI/CD, MLOps with practical exposure to LLMs, dbt, AWS, Azure.
Included after completing the required learning activities, labs, and assessments.
This path can support preparation for roles such as Cloud Data Associate, MLOps Associate, Deployment Engineer and related data or AI positions.
Use the Enroll Now or Book Counseling option to share your details. The Averra team will confirm the right batch, schedule, and next steps.