Get 20% off all career paths from fullstack to AI
AI Engineer - Learn how to integrate AI into software applications
Overview
Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Explore the intersection of DevOps and AI in this 34-minute talk from WeAreDevelopers. Dive into the practical aspects of deploying and managing Large Language Models (LLMs) in production environments using Kubernetes and KubeFlow. Learn how to leverage these powerful tools to streamline the deployment process, ensure scalability, and maintain high performance for AI applications. Gain insights into best practices for containerization, orchestration, and workflow management specifically tailored for LLMs. Discover strategies to overcome common challenges in AI deployment and understand how DevOps principles can be applied to machine learning operations. Whether you're a developer, data scientist, or DevOps engineer, this talk provides valuable knowledge for running sophisticated AI models in real-world production scenarios.
Syllabus
DevOps for AI: running LLMs in production with Kubernetes and KubeFlow
Taught by
WeAreDevelopers