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Build and deploy a model tutorial - AI Governance: Data fabric in Cloud Pak for Data v5.0

7 months ago 467 views
Take this tutorial to test and validate model performance with the AI Governance use case of the data fabric trial. Your goal is to train a model to predict which applicants qualify for mortgages and then deploy the model for evaluation. You must also set up tracking for the model to document the model history and generate an explanation for its performance.

Find more tutorials in the Cloud Pak for Data documentation: http://ibm.biz/data-fabric-tutorials-cpd

Chapters

00:00Intro
00:50Prerequisite: Verify the prerequisites
01:03Prerequisite: Create the sample project
01:50Task 1: Set up tracking for your model
02:22Task 2: Create the model entry in the model inventory
03:06Task 3: Run the notebook to create the model
04:45Task 4: View the factsheet and associate it with a model entry
06:09Task 5a: Promote the model to a deployment space
07:02Task 5b: Create an online deployment for the model

Highlights

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    Data fabric tutorials: Cloud Pak for Data v5.x

    11 videos (1h 54m)
    • Build and deploy a model tutorial - AI Governance: Data fabric in Cloud Pak for Data v5.0

      Build and deploy a model tutorial - AI Governance: Data fabric in Cloud Pak for Data v5.0
      September 28, 2024
    • Test and validate the model tutorial - AI Governance: Data fabric in Cloud Pak for Data v5.0

      Test and validate the model tutorial - AI Governance: Data fabric in Cloud Pak for Data v5.0
      September 27, 2024
    • Integrate data tutorial - Data Integration: Data fabric in Cloud Pak for Data v5.0

      Integrate data tutorial - Data Integration: Data fabric in Cloud Pak for Data v5.0
      August 10, 2024
    • Virtualize external data tutorial - Data integration: Data fabric in Cloud Pak for Data v5.0

      Virtualize external data tutorial - Data integration: Data fabric in Cloud Pak for Data v5.0
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    • Curate high quality data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0

      Curate high quality data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0
      July 31, 2024
    • Protect your data tutorial - Data Governance: Data fabric in Cloud Pak for Data v4.8

      Protect your data tutorial - Data Governance: Data fabric in Cloud Pak for Data v4.8
      December 1, 2023
    • Consume your data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0

      Consume your data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0
      June 13, 2024
    • Govern virtualized data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0

      Govern virtualized data tutorial - Data Governance: Data fabric in Cloud Pak for Data v5.0
      July 31, 2024
    • Configure a 360° view tutorial - Master Data Management: Data fabric in Cloud Pak for Data v5.0

      Configure a 360° view tutorial - Master Data Management: Data fabric in Cloud Pak for Data v5.0
      June 11, 2024
    • Orchestrate an AI pipeline with model monitoring tutorial: Data fabric in Cloud Pak for Data v5.0

      Orchestrate an AI pipeline with model monitoring tutorial: Data fabric in Cloud Pak for Data v5.0
      June 11, 2024
    • Orchestrate an AI pipeline with model monitoring tutorial: Data fabric in Cloud Pak for Data v4.8

      Orchestrate an AI pipeline with model monitoring tutorial: Data fabric in Cloud Pak for Data v4.8
      November 21, 2023
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