Explore the construction of an end-to-end MLOps platform on Google Kubernetes Engine (GKE) using open-source technologies in this comprehensive workshop. Dive into the integration of Kubeflow, MLFlow, Spark on Kubernetes, and other open-source tools to support Generative AI models, particularly Large Language Models (LLMs), in the cloud. Learn valuable insights, tips, and best practices for leveraging these tools to run your own models. Gain hands-on experience through a practical demonstration, showcasing how to implement and utilize this open-source tooling effectively for your machine learning operations.