IBM Cloud Pak for Data Training Course

IBM Cloud Pak for Data is a multi-cloud software platform for collecting, organizing and analyzing data for use in AI.

This instructor-led, live training (online or onsite) is aimed at data scientists who wish to use IBM Cloud Pak to prepare data for use in AI solutions.

Course Outline

Introduction

Overview of Cloud Pac for Data Features and Architecture

• Red Hat OpenShift Container Platform
• Containers, Kubernetes, and Helm
• Red Hat OpenShift security

Setting up Cloud Pac for Data

• Pre-installation tasks
• Installation
• Post-installation tasks

Setting up a Workflows

• Setting up roles and permissions for collaboration
• Creating a workflow
• Searching and requesting data

Collecting Data

• Connecting to a data source
• Adding data to a project

Organizing Data

• Working with catalogs
• Curating catalog data
• Governing data to comply with regulations
• Automating the discovery process

Preparing Data

• Transforming data
• Refining data
• Virtualizing data

Analyzing Data

• Analyzing data using notebooks
• Analyzing data using other tools
• Analyzing data automatically using AutoAI

Implementing an AI Solution

• Building a machine learning model
• Deploying the model
• Validating the?model
• Monitoring the?model

Integrating Cloud Data Pac with Other Services

• Finding services in a catalog
• Finding services outside a catalog
• Integrating IBM Cloud Pak for Data with other applications

Administering Cloud Data Pac

• Managing an IBM Cloud Pak for Data cluster
• Managing an IBM Cloud Pak for Data web client
• Uninstalling Cloud Pak for Data

Troubleshooting

Summary and Conclusion

Contact us

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