Every day, companies waste thousands of dollars on poorly deployed LLM applications—experiencing downtime, security breaches, and runaway costs that could have been prevented. This comprehensive course teaches you to build automated CI/CD pipelines specifically designed for LLM applications, implement enterprise-grade security controls, and optimize for scale and cost. Through hands-on labs based on real-world scenarios, you'll work with Docker, Kubernetes, Terraform, and cloud platforms to build production-ready systems. Each module includes practical exercises where you'll solve actual deployment challenges faced by companies scaling LLM applications.

Automate & Secure LLM Deployments

Automate & Secure LLM Deployments
This course is part of Build Next-Gen LLM Apps with LangChain & LangGraph Specialization


Instructors: Starweaver
Access provided by Xavier School of Management, XLRI
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
5 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Design automated CI/CD pipelines for LLM deployments using containerization and infrastructure as code.
Apply security best practices including API protection, prompt injection prevention, and compliance frameworks.
Configure production monitoring, auto-scaling, and cost optimization for enterprise LLM systems.
Skills you'll gain
Tools you'll learn
Details to know

Shareable certificate
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Assessments
1 assignment
Taught in English
Recently updated!
December 2025
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Build your subject-matter expertise
This course is part of the Build Next-Gen LLM Apps with LangChain & LangGraph Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 3 modules in this course
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