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Quadrillion Training Services

Get up to speed on the latest data analysis software and methods!

In conjunction with J.G. Noguera & Associates, Quadrillion is pleased to offers a two-day on-site seminar, Modern Data Analysis Techniques for Semiconductor Manufacturers.

Seminar Description

This seminar will teach you how to determine what parameters are causing yield problems when:

  • there are thousands of variables
  • the variables are numeric, non-numeric and time based
  • the relationships may be complex (non-linear, second order)
  • the data is non-normal, noisy, contains missing values and outliers

In two days of hands on sessions you will learn how to develop a system for analyzing data using modern software tools like Q-YIELD™ and SAS JMP. You will learn what tools work best and when you should use them

Seminar Outline

  1. Overview of Problem Solving Process
  2. Review of Statistical Concepts (Brief)
  3. Understanding the Components of Variation
  4. Pre-Processing and Selection of Data
  5. Tools Selection: Overview of Parametric and Non-parametric Methods
  6. Screening Techniques: Narrowing Down the Number of Variables
  7. Modeling Techniques: Forward Stepwise Regression
  8. Prediction Techniques: Introduction to Neural Nets (Time Permitting)

This course is very hands on. You will learn how to implement these techniques using your own data and computers.

Course Registration and Payment Requirements

To hold a course at your site, you will need the following:

  • One classroom with a white board or flip chart and an overhead projector. A terminal projection unit for the PC will be provided.
  • PCs running the appropriate software for the training (we recommend no more than two students per terminal). Quadrillion will provide demonstration software if required.
  • A designated Course Sponsor to work with Quadrillion and the instructor to ensure adequate preparation for the class.

Note: Maximum class size is 15 students

Registration and Payment

Four to six weeks advance notice is recommended to arrange courses at customer sites. Full payment for course fees must be received at least 3 weeks prior to the course.
Instructor travel and living expenses are additional for courses held at customer sites. Expenses include round trip economy airfare, ground transportation, and a per diem for hotel and meals.

Cancellation

Customers may cancel their registration without penalty by notifying Quadrillion in writing up to 5 business days prior to the first day of class. A cancellation fee of $500 plus any pre-arranged travel expenses will be made for cancellations that do not follow this policy.

Recording Policy

Customers may not record, with video or audio equipment, any of the courses offered by Quadrillion Corporation.

For more information, or to arrange a course, please contact us.

© Quadrillion Corporation 2017