In-person event

Red Hat OpenShift Data Science Workshop - FSI sector

March 22, 2023 | Red Hat Office, Ra'anana | 09:00-17:00

OVERVIEW

Ever thought how it is the develop AI/ML models within the cloud native world? Can models be treated as yet another containerized workload on Kubernetes?  
 
Join us for a one day workshop at Red Hat’s offices in Israel! 
 
The workshop will contain both theoretical and hands-on experience for our customers, who will walk through the entire MLDC (Machine Learning Development Lifecycle) based on Openshift Container Platform and Red Hat’s certified partner ecosystem.
 
 
Workshop Audience
 
  • Platform Administrators
  • Data Engineers
  • Data Scientists
  • Architects
 
Can’t wait to have you onboard!

Time

Session
09:30 - 10:00 Welcome & Acquaintance
10:00 - 10:30 Market Trends Within The AI/ML Field
10:30 - 11:00 Openshift As A Data Platform (Data Services, Partner Ecosystem)
11:00 - 11:30 Openshift Data Science (Product Walkthrough, Roadmap)
11:30 - 11:45 Openshift Data Science Success Stories
11:45 - 12:00 Lab Walkthrough (Covering the lab use case)
12:00 - 13:00 Lunch
13:00 - 16:30 Hands-On Lab -
  • Working with Data Projects (Multi-Tenancy for Data Scientists)
  • Working with Workbenches (Dependency Management, S3 Integration)
  • Training an Object Detection model using Tensorflow
  • Building, Serving & Deploying the model to Openshift using Kubeflow
  • Using Fractional GPUs for better GPU Resource Management
  • Testing the Model’s Accuracy  
  • Integrating a Frontend Application with the Model
  • Testing the application as a whole
16:30 - 17:00 Closure & Feedback Gathering
 
 

Travel / Location

 

Location: 
Red Hat Office
Yerushalaim Rd 34
 Ra'anana, Israel

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