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Automate & Secure LLM Deployments
Coursera
Course
Unknown

Automate & Secure LLM Deployments

Coursera

Build automated CI/CD pipelines for large language model deployments, implement security best practices, and optimize cost and scalability using cloud tools.

Unknown3 weeksEnglish

About this Course

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. For DevOps, platform, and AI engineers deploying and operating large-scale LLM systems, with a focus on automation, security, cost optimization, and building reliable, high-performance AI platforms. Learners should have a basic understanding of Docker, APIs, and cloud platforms. Familiarity with CI/CD, Python, and basic security practices is helpful but not required. By course completion, you'll have deployed a secure, scalable LLM platform capable of handling millions of requests while maintaining 99.9% uptime. Perfect for DevOps engineers, platform engineers, and technical professionals ready to operationalize LLM applications

What You'll Learn

  • Design automated CI/CD pipelines for LLM deployments
  • Apply security best practices including injection prevention
  • Configure monitoring, autoscaling, and cost optimization

Prerequisites

  • Basic familiarity with the topic and terminology
  • Readiness to practice through applied exercises

Instructors

S

Starweaver

Global Leaders in Professional & Technology Education

R

Ritesh Vajariya

Advisor | Leader | Speaker |Author

Topics

Software Development
Computer Science
Cloud Computing
Information Technology
Performance Testing
DevSecOps
Docker (Software)
Cloud Deployment
CI/CD
Enterprise Security

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تطوير البرمجيات
علوم الحاسوب
الحوسبة السحابية
تكنولوجيا المعلومات
اختبار الأداء
التكامل الأمني
دوكر
النشر السحابي
CI/CD
Enterprise Security

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