IBM Watson OpenScale on IBM Cloud Pak for Data (V2.5.x) eLearning

  • Tuition USD $99
  • Reviews star_rate star_rate star_rate star_rate star_half 839 Ratings
  • Course Code 6X240G-WBT
  • Duration 6.5 hours
  • Available Formats Self Paced

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

This offering teaches you how IBM Watson OpenScale on IBM Cloud Pak for Data 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 W7069G Watson OpenScale Methodology WBT.

Skills Gained

- Introduction to IBM Watson OpenScale 
- IBM Watson OpenScale architecture 
- Get started with IBM Watson OpenScale on IBM Cloud Pak for Data 
- 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

Who Can Benefit

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

Prerequisites

- Basic knowledge of cloud platforms, for example IBM Cloud  
- Basic understanding of machine learning models, and how they are used 
- IBM Cloud Pak for Data (V2.5.x): Foundations - 6X236G (recommended)

Course Details

Course Outline

Introduction to IBM Watson OpenScale 
- Describe the problem that Watson OpenScale solves 
- Describe models, monitors, workflow 
- Describe AIF and AIE 360 toolkits 
- Describe workflow 

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

Get started with IBM Watson OpenScale on IBM Cloud Pak for Data 
- Install the Watson OpenScale service 
- Work with Watson OpenScale on Cloud Pak for Data 

Overview of Watson OpenScale monitors 
- Identify the different Watson OpenScale monitors 
- Describe how the 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

How do I enroll?

A comprehensive listing of ExitCertified courses can be found here. You can register directly for the required course/location when you select "register". If you have any questions or prefer to speak with an ExitCertified education consultant directly, please submit your query here. A representative will contact you shortly.

How do I pay for a class?

You can pay at the time of registration using credit card (Mastercard/Visa/American Express) cheque or PO.

What if I have training credits?

ExitCertified honors all savings programs from the partners we work with. ExitCertified also offers training credits across multiple partners through our FLEX Account.

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

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.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

The Course material and lab infrastructure and the overall Experience is very good.

The course is well organized, and I would recommend it. The cadence can be faster.

ExcitCertified(Tech Data) was great and I enjoyed my experience with them. Looking forward to taking more courses with them!

Structured training in a great environment with knowledgeable and patient instructor

Tech Data provided good learning experience when it comes to materials, laboratory and instructor deployed on the course that i enrolled in. Help me increase my DB2 knowledge and definitely a career advancement.

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