Instructor Led Spectroscopy Training - Training Resources
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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 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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From Petroleum Training Institute
Analytical Instrumentation Systems
This course is for the process engineer/ technician presented with the task of maintaining and operating on-line process analysers in a production plant. The main topics covered are listed below.
Sampling of Liquids and Gases
Sample handling for process gas chromatographs
Pressure let down systems
General analyser housing design
Sampling of solids and slurries
Thermal Conductivity and
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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
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