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Basic Chemometrics PLUS Metabolomics

April 27, 2020 - May 1, 2020


Eigenvector Research, Inc. is pleased to announce Basic Chemometrics PLUS Metabolomics, a live webinar-based short course covering introductory chemometric machine learning methods, PLUS examples with metabolomic data and a final session covering methods of special interest in metabolomics.

Complete information about the course can be found by following the links below.

Target Audience

Basic Chemometrics PLUS is aimed at engineers, chemists and other scientists who want to be able to analyze their own data, develop their own data models or develop instruments that produce analytical data. It is well suited for those with an interest in

  • Process Analysis, e.g. in the pharmaceutical, food and beverage, and process industries.
  • Analytical Chemistry, e.g. QC labs, clinical analysis, forensic investigations, etc.
  • Sensory and Consumer Science
  • Any field that produces chemical/analytical data

The course serves individuals with a need for exploratory data analysis, development of predictive models such as analytical instrument calibrations, soft sensor models, sample classification, or analysis of designed data sets. No prior knowledge is required for this course, although some knowledge of basic statistics and elementary linear algebra is useful.

Course Description

This course will be delivered via webinar in five segments of three and a half hours each. The course material is drawn from our popular Eigenvector University Series. Basic Chemometrics PLUS Metabolomics will cover the fundamentals of the most commonly used chemometric machine learning methods, principal components analysis (PCA), partial least squares (PLS) regression and PLS Discriminant Analysis (PLS-DA). The class begins with a brief review of Linear Algebra for Chemometricians, and moves quickly into Chemometrics I:PCA and then on to Chemometrics II: Regression and PLS. Aspects of Sample Classification methods will also be covered. The final day will cover material of specific interest in Metabolomics, specifically ANOVA Simultaneous Components Analysis (ASCA) for the analysis of designed metabolomic and other experiments. Emphasis will be on applying these techniques in the chemical process and laboratory environment for pattern recognition, instrument calibration, sample classification and exploratory data analysis.

The course will include many follow-along examples. In order to take advantage of these, participants should equip their computers with current versions of Solo or PLS_Toolbox (and MATLAB) installed. Demo copies will work just fine. Users with Eigenvector accounts can download free demos. If you don’t have an account, start by creating one.

About the Instructor

The courses will be led by Eigenvector President and PLS_Toolbox creator Barry M. Wise. Dr. Wise holds a Ph.D. Chemical Engineering and has over 30 years experience of developing chemometric methods and models in a wide variety of applications. Barry has delivered over 200 chemometrics courses at scientific conferences, on-site for companies and at our popular Eigenvector University each year in Seattle.

Course Fee

Eigenvector Research is pleased to offer this course at a special reduced “COVID-19 Lockdown” price. Prices include instruction, course materials (provided in advance in .pdf format) and a certificate of completion.

Prices shown are shown below. Payment must be received by 5pm PDT, Friday, April 24, 2020.

Industrial
Academic
Basic Chemometrics PLUS Metabolomics
$550
$150

Note: Payment must be received by 5pm PDT, Friday, April 24, 2020. Credit card orders are strongly encouraged. Acceptable forms of payment include MasterCard, VISA, American Express, and checks drawn on a US bank. Wire transfers can also be arranged.

Academic discount: University students and faculty are eligible for the academic rate. Verification of University affiliation is required by providing valid university mailing and e-mail address. Note that we define academic as “degree granting institution.”

How to Register, Deadlines and Cancellations

To register, login to your Eigenvector account, or create an account, then select the class you would like to attend. You can pay directly with your MasterCard, VISA or American Express using our secure credit card processing. You may ask to be invoiced, however, Payments must be received by 5pm PDT, Friday, April 24, 2020.

Complete refunds will be made for cancellations prior to April 22, 2020. No refunds will be made for cancellations after that date, however, substitutions are gladly accepted.

Schedule

Daily Schedule, Pacific Daylight Time (PDT)
06:45 – 07:00 Webex available for login
07:00 – 08:00 Instruction
08:00 – 08:10 Coffee Break
08:10 – 09:10 Instruction
09:10 – 09:20 Coffee Break
09:20 – 10:20 Instruction
10:20 – 10:30 Wrap-up and questions

Schedule for the Week
Monday — Linear Algebra for Chemometricians, Begin Chemometrics I: PCA
Tuesday — Complete Chemometrics I: PCA
Wednesday — Chemometrics II: Regression and PLS
Thursday — Sample Classification
Friday — Chemometrics in Metabolomics

Course Outlines

Basic Chemometrics PLUS Metabolomics will include the following modules from our annual Eigenvector University. Click on each title for more detailed information about the module. BCP Metabolomics will include: