An Introduction to Kubeflow, the MLOps Platform on Kubernetes

Greetings cloud enthusiasts 👋

Our organiser Harry Lee has a good one for you this month. If you are into cloud native machine learning on Kubernetes, then tune in!

Description

Kubeflow is an open source, community-driven project for deploying and managing a cloud native machine learning stack on Kubernetes. Kubeflow has been around since 2017 and was recently accepted into CNCF as an Incubating project. At Melio AI, we have been deploying and supporting Kubeflow for the past 3 years. It's our go-to stack for customers that want to run machine learning workloads in a private cloud or an on-premise set up.

This talk will start with a brief introduction to Kubeflow's various components. Then Harry will showcase how an end-to-end machine learning project can be developed and deployed using Kubeflow.

[Technicality rating: 3/4] (Familiarity with machine learning concepts)

👤 Speaker: Harry Lee
Harry is the co-founder & CTO of Melio AI, CNCF Ambassador and the event organiser of Cloud-Native Computing Johannesburg. Harry is a DevSecOps evangelist and is lovingly known for permeating the DevOps culture across the organisation. He specialises in deploying secure and scalable data intensive cloud native applications. He cannot stand any inefficiencies and will happily automate all your workflows.

🗓 Agenda: (Talk Duration: 60 minutes)
18:00 - 19:00 Talk and Demo

❗Don't forget to register by clicking the Zoom link to attend the session
https://us02web.zoom.us/meeting/register/tZwsd-6orjIoHtQh51X9LtnYTUKaFmqtm4yF