Instructor Led Spectroscopy Training Classes
From Camo Process AS
Multivariate Data Analysis 1



...se highlights include, application of Chemometrics to NIR spectroscopy and application of multivariate statistics for specific industrial applications. Customized real-world data sets will be examined during the course.
Participants are encouraged to bring their own data for analysis, applications development and group discussion. The course will use The Unscrambler software package, which is
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Multivariate Data Analysis 1



...se highlights include, application of Chemometrics to NIR spectroscopy and application of multivariate statistics for specific industrial applications. Customized real-world data sets will be examined during the course.
Participants are encouraged to bring their own data for analysis, applications development and group discussion. The course will use The Unscrambler software package, which is
more...
Multivariate Data Analysis with Chemometrics & Spectroscopic Applications Level 1





...Spectroscopy presents methods and applications for analysis of spectroscopy data using The Unscrambler®.
The Unscrambler® Overview Visualizing
Visualizing Data through Plots
Modifying Variable and Sample Sets
Data Pre-Processing
PCA
Regression Methods: PCR, PLS, MLR
Outliers in PCA and PLS
Inspection (Evaluation) of Data Quality
Calibration Methods
Calibration
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Advanced Multivariate Data Analysis with Chemometrics & Spectroscopic Applications - Level 2 (in Japanese)




The courses have been designed for individuals:
- Having Level 1 knowledge of Multivariate Analysis
- Involved in consumer insights, R&D, product development, process optimization, quality control & monitoring.
- Working or likely to work with spectroscopic instruments (NIR, FTIR, UV, UV/VIS, NMR, DAS, Raman, Mass Spectroscopy), chromatography instruments (LC, CE, GC, HPLC), and other
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Statistics Training : Multivariate Data Analysis





CAMO offers comprehensive training courses and applications development workshops in
Multivariate Data Analysis I and II
Introduction to Multivariate Statistical Analysis with Chemometrics and Spectroscopy, Multivariate Analysis for NIR Spectroscopy, Near-Infrared Technology- Getting the most out of Light
Multivariate Statistical Analysis for Process Analytical Technology (PAT)
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Statistics Training : Multivariate Data Analysis (2)





Multivariate
Data Analysis 2 : 2-day course
This course
is addressed to the scientists who are familiar with the
principles and use of multivariate methods and wish for
further training. A stress is put on diagnostics and model
improvement. The course
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Design of Experiments : Statistics : Advanced Training Course




Experimental Design Statistic
Apart from an Introduction to the Design of Experiments, this training session focuses on the design and the analysis of highly complex experimental designs. These designs are used to account for different sources of experimental constraints such as material heterogeneity, physical constraints, repeated measures , etc. Their design and analysis will be
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From Camo Inc.
Monimuuttujamenetelm t 1 (Multivariate Data Analysis - Finnish Course)


...instruments (NIR, FTIR, UV, UV/VIS, NMR, DAS, Raman, Mass Spectroscopy) chromatography instruments (LC, CE, GC, HPLC), production data & sensory data, R&D, quality control or production processes.
Course Topics
# When are multivariate methods useful?
# Principles and applications of:
# Principal Component Analysis (PCA)
# Multivariate regression: Multi Linear Regression (MLR), Principal
more...
