YoVDO

Constructing Kubeflow Super Nodes with Karpenter

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Kubernetes Courses Machine Learning Courses Cloud Computing Courses Cluster Management Courses Kubeflow Courses Karpenter Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore how to optimize AI/ML platforms on Kubernetes using Karpenter in this 29-minute conference talk from CNCF. Learn about automating the deployment, scaling, and management of complex applications, with a focus on running Machine Learning jobs that require diverse and powerful computing resources. Discover how Karpenter automatically selects and launches the most suitable compute resources for your cluster's applications. Gain insights into using Karpenter to choose the right machine architectures for running Kubeflow Notebooks and Pipelines, enhancing the efficiency of your AI/ML workflows on Kubernetes.

Syllabus

Constructing Kubeflow Super Nodes with Karpenter - Roland Barcia & Apoorva Kulkarni, AWS


Taught by

CNCF [Cloud Native Computing Foundation]

Related Courses

Building End-to-end Machine Learning Workflows with Kubeflow
Pluralsight Smart Analytics, Machine Learning, and AI on GCP
Pluralsight Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications
LinkedIn Learning Distributed TensorFlow - TensorFlow at O'Reilly AI Conference, San Francisco '18
TensorFlow via YouTube KFServing - Model Monitoring with Apache Spark and Feature Store
Databricks via YouTube