Machine Learning at Scale Using KubeFlow on AWS
Offered By: CNCF [Cloud Native Computing Foundation] via YouTube
Course Description
Overview
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore machine learning at scale using KubeFlow on AWS in this 35-minute CNCF conference talk. Discover how to build scalable architectures for ML training and inference using Kubeflow, an open-source ML toolkit for Kubernetes, combined with distributed storage on Amazon EFS. Learn about the growing importance of data science and machine learning in modern businesses, and gain hands-on experience through a practical demonstration. Follow along as the speaker guides you through setting up the environment, creating volumes, launching Jupyter notebooks, and downloading datasets, all while leveraging the power of Amazon EKS for container orchestration.
Syllabus
Introduction
Why Machine Learning with Containers
KubeFlow
Setup
efs
Create Volume
Create Jupyter Notebook
Download Data Set
Taught by
CNCF [Cloud Native Computing Foundation]
Related Courses
A Practical Guide to Amazon EKSA Cloud Guru EKS Basics
A Cloud Guru Alojamiento de servidores para juegos en AWS (EspaƱol LATAM) | Game Server Hosting on AWS (LATAM Spanish)
Amazon Web Services via AWS Skill Builder Amazon EKS for Developers - Online Course Supplement
Amazon Web Services via AWS Skill Builder Amazon EKS Primer
Amazon Web Services via AWS Skill Builder