Kubernetes for Generative AI Solutions

Table of Contents

1. GenAI—Intro, Evolution, and Project Lifecycle
2. K8s—Introduction and Integration with GenAI
3. Getting Started with K8s in the Cloud
4. GenAI Model Optimization for Domain-Specific Use Cases (RAG, Fine Tuning, etc.)
5. Getting Started with GenAI on K8s—Chatbot Example
6. Deploying GenAI on K8s—Scaling Best Practices
7. Deploying GenAI on K8s—Cost Optimization Best Practices
8. Deploying GenAI on K8s—Networking Best Practices
9. Deploying GenAI on K8s—Security Best Practices
10. Optimizing GPU Resources in K8s for GenAI Applications
11. GenAIOps: Creating GenAI Automation Pipeline
12. Getting Visibility into GenAI Workloads Resource Utilization
13. High Availability and Disaster Recovery Implementation
14. Wrap Up and Further Readings