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This IBM Web-Based Training (WBT) is Self-Paced and includes: - Instructional content available online for duration of course - Visuals without hands-on lab exercises You will learn how Watson...
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This IBM Web-Based Training (WBT) is Self-Paced and includes:
- Instructional content available online for duration of course
- Visuals without hands-on lab exercises
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.
- 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- Configure the quality monitor- Detect drift and configure the drift monitor- Configure application monitors
Analysts, Developers, Data Scientists and others who need to monitor machine learning jobs
- Basic knowledge of cloud platforms, for example IBM Cloud - Basic understanding of machine learning models, and how they are used
Introduction to IBM Watson OpenScale- Describe the problem that Watson OpenScale solves- Describe models, monitors, workflow- Describe AIF and AIE 360 toolkits- Describe workflow 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 Get started with Watson OpenScale- Provision from catalog- Start working with Watson OpenScale Overview of Watson OpenScale monitors- Identify the different Watson OpenScale monitors- Define how the different monitors are used Explore a use case- Prepare the model for monitoring 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 Configure the quality monitor- Quality alert threshold- Sample size- Insights and explainability Detect drift and configure the drift monitor- Alert threshold- Sample size- Insights and explainability Configure application monitors- Configure application monitors- Configure KPI metrics in Watson OpenScale- Configure event details- Access and visualize custom metrics
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
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At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
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As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
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Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
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I found this course informative. It was easy to follow and provided some good information.
Overall ExitCertified is a great training provider and the remote learning is as effective as in person.
Concise and good to follow along. Although it is a lot to take in under a short period of time.
great class and packed with material, would have lived to spread it more into many days but overall very informative.
They are very good and made sure we had all the appropriate materials for class.
Ascendient Learning is the coming together of three highly respected brands; Accelebrate, ExitCertified, and Web Age Solutions - renowned for their training expertise - to form one company committed to providing excellence in outcomes-based technical training.
With our winning team, we provide a full suite of customizable training to help organizations and teams upskill, reskill, and meet the growing demand for technical development because we believe that when talent meets drive, individuals rise, and businesses thrive.