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Using the Outlier Detection Solution Course Overview

Address fab-process-related issues to meet quality targets. Statistically analyze test data from multiple operations, utilizing proven PAT (Part Average Testing) algorithms to identify good outlier units. Power up OptimalPlus skills by learning how to execute Outlier Detection algorithms on test data using a pre-defined population. Explore how to integrate and combine these algorithms with a single rule "recipe" during multiple operations. Learn how to automatically switch units to different bins when the rule is applied in production.

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Available formats

 

On-Demand training not available for this course

Learn about training formats

 

Virtual training not available for this course

 

Classroom training not available for this course

 

Private Classes

Course Objectives

  • Explain the value of the Outlier Detection solution

  • Distinguish between the way that each algorithm works

  • Design different virtual operation rules

  • Analyze rule results after applying an Outlier Detection algorithm

Course Details

Duration

  • Instructor-led Classroom: 3-4 days

Audience

  • Customers in the Semiconductors industry

  • For those who are responsible for increasing product quality and reliability

  • Quality Engineers, Test & Product Engineers, IT System Administrators, and key users for enhanced training

Prerequisites

  • Prior knowledge of the Global Operations learning path

  • An environment where the learner can practice

  • Gathered desired use cases to be covered in class

  • Provided information if the customer has a Vertica environment

NI Products Used

If you take the course in an instructor-led format:

  • OptimalPlus SW

Training Materials

  • NI virtual instructor-led training is delivered through Zoom, and Amazon AppStream/LogMein access is provided to participants to perform the exercises on virtual machines equipped with the latest software

Using the Outlier Detection Solution Course Outline

Please contact the Customer Success Manager or the Application Support team for more information or to request the course outline.  

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