Leveraging Kubernetes for ML and GenAI

Join us to learn how to leverage Kubernetes for Machine Learning and Generative AI!

Are you interested in how Kubernetes maps into running Machine Learning and Generative AI workloads? In this presentation titled “Harnessing the Future: Leveraging Kubernetes for Machine Learning and Generative AI,” we will discuss how Kubernetes is a catalyst for implementing ML and GenAI workflows. We’ll identify current options for running Kubernetes on a local workstation and in the cloud, and explore different frameworks to accelerate management of AI/ML processes. The talk will include a live example showing how to use these tools to start the AI/ML journey for you and your organization. This presentation is designed to be informative for leaders in technology, software engineers, and technologists.

Topics that Anthony will cover include:

• Kubernetes: The Foundation for Modern Applications
• K8s Architecture
• Kubernetes in action: a brief demo
• Machine Learning with Python: Transforming Data into Insights
• Why Python is a leading language for ML
• Key Libraries
• NumPy, pandas, scikit-learn, TensorFlow, PyTorch
• Simple ML Model creation process using Python
• Bridging Technologies: K8s + ML
• How K8s can be used to deploy and scale AI/ML applications
• Challenges and best practices
• Example architecture or real-world stories
• Future Trends and Opportunities
• Trends in Kubernetes, ML, Python and Generative AI

Join us Wednesday, February 28 from 6 - 8:30pm PST at Bar Louie in Tustin, CA. You can register here. If you cannot make it, and would like to have a personalized presentation for your company or your team email pcollins@nebulaworks.com.