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Overview

You will learn how Watson OpenScale lets business analysts, data scientists, and developers build monitors for artificial intelligence (AI) models to manage risks. You will understand how to use Watson OpenScale to build monitors for quality, fairness, and drift, and how monitors impact business KPIs. You will also learn how monitoring for unwanted biases and viewing explanations of predictions helps provide business stakeholders confidence in the AI being launched into production. Note: This course contains the same topics as 6X240G IBM Watson OpenScale on IBM Cloud Pak for Data WBT.
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What You'll Learn

  • Introduction to IBM Watson OpenScale
  • Watson OpenScale architecture
  • Get started with Watson OpenScale
  • Overview of Watson OpenScale monitors
  • Explore a use case
  • Build and configure the fairness monitor

Who Should Attend

Analysts, Developers, Data Scientists and others who need to monitor machine learning jobs
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Prerequisites

  • Basic knowledge of cloud platforms, for example IBM Cloud
  • Basic understanding of machine learning models, and how they are used

Learning Journey

Coming Soon...

1. Introduction to IBM Watson OpenScale

  • Describe the problem that Watson OpenScale solves
  • Describe models, monitors, workflow
  • Describe AIF and AIE 360 toolkits
  • Describe workflow

2. Watson OpenScale architecture

  • Describe Watson OpenScale architecture on IBM Cloud and on IBM Cloud Pak for Data
  • Describe how Watson OpenScale works with other cloud services

3. Get started with Watson OpenScale

  • Provision from catalog
  • Start working with Watson OpenScale

4. Overview of Watson OpenScale monitors

  • Identify the different Watson OpenScale monitors
  • Define how the different monitors are used

5. Explore a use case

  • Prepare the model for monitoring

6. Build and configure the fairness monitor

  • Features to monitor
  • Values that represent a favorable outcome of the model
  • Reference and monitored groups
  • Fairness thresholds
  • Sample size
  • Insights and explainability

7. Configure the quality monitor

  • Quality alert threshold
  • Sample size
  • Insights and explainability

8. Detect drift and configure the drift monitor

  • Alert threshold
  • Sample size
  • Insights and explainability

9. Configure application monitors

  • Configure application monitors
  • Configure KPI metrics in Watson OpenScale
  • Configure event details
  • Access and visualize custom metrics

Frequently Asked Questions (FAQs)

  • Why get IBM certified?

    IBM certifications validate your skills and expertise in a wide range of technologies, including hybrid cloud, data & AI, security, IT infrastructure, and business applications.

    These certifications are globally recognized and can help you advance your career, increase your earning potential, and demonstrate your commitment to professional development.

    IBM-certified professionals are in high demand, making them valuable assets to any organization seeking to leverage IBM's innovative solutions.

  • What to expect for the examination?

    IBM offers a variety of certification exams at different levels (Basic, Intermediate, and Advanced) covering various technologies and job roles.

    Exams typically consist of multiple-choice questions and may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is IBM certification valid for?

    The validity period of IBM certifications varies. Some certifications, particularly those focused on specific product versions or technologies, may have expiration dates.

    However, many IBM certifications, especially those focused on broader skills or newer technologies, do not have an expiration date.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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