Red Hat Workshop

9 December 2021, 9am - 12.30 PM (GMT+8)

(FULL HOUSE for 27 Nov - interested parties may still register and we will be in contact with participants for the encore session on 9 Dec 2021, 9am – 12:30pm separately.)

Hands-on data pipeline:

Automated X-Ray images analysis!

In this workshop you are going to configure an automated pipeline on OpenShift, Red Hat's Kubernetes distribution. This pipeline makes a real time risk assessment of pneumonia on incoming X-Ray images, using a pre-trained machine learning model.

But don’t worry, you don’t have to have any prior knowledge about data science to do this!

This workshop also features a live Grafana dashboard that displays the flow of images, the images themselves as they are processed, along with the resource consumption.

Workshop content:

The workshop features the following sections:

Description of the scenario and small preview of the demo to understand the many parts involved
Create resources and helpers (config maps, secrets, web server,...)
Deploy a Kafka cluster with AMQ Streams and configure Kafka topics
Configure Bucket notifications on OpenShift Container Storage (Ceph)
Create an auto-scaling service consuming Kafka events with OpenShift Serverless
Use of Open Data Hub and Jupyter Notebooks to configure bucket notifications
Create a Grafana dashboard displaying the live pipeline
Run the demo! Modify the image rate, change the machine learning model, and see what happens...
Celebrate!

Speakers

Guillaume Moutier

Sr Principal Data Engineering Architect, Red Hat

Guillaume Moutier is a Sr. Principal Data Engineering Architect at Red Hat, focusing his work on data services, AI/ML workloads and data science platforms. Former CTO of Laval University in Canada, he is constantly looking for and promoting new and innovative solutions, but always with a focus on usability and business alignment brought by 20 years of IT management experience.

Karan Singh

Sr. Principal Architect & Developer Evangelist, Red Hat

Karan Singh is a Sr. Solution Architect at Red Hat focusing his work on architecture data intensive use-cases running on top of Red Hat OpenShift. Karan is a seasoned professional who extensively works on data services, AI/ML, data science and engineering solutions. He holds a strong background in infrastructure and site reliability engineering , as well as distributed Systems and event driven Application architectures.

Keng Hua Yeo

Senior Solutions Architect, Red Hat Singapore

Keng Hua Yeo is a Senior Solution Architect in Red Hat, focusing on systems platform and IT infrastructure. Over the years, he has taken on the roles of analyst/programmer for business applications development, system engineer for the installation/deployment of IBM systems, technical application consultant for ERP/SCM/CRM implementations and solution architect for projects is various industries including oil & gas, real estate, wholesale/distribution and manufacturing. In his current role as a Senior Solution Architect in Red Hat, he helps customers with infrastructure and application platform solution designs, recommendations and solution proposals for both on premise and on cloud.

FULL HOUSE for 27 Nov - interested parties may still register but will be on waitlist. Red Hat will be in contact with participants for an encore session separately, subject to demand.