Instructor Led Data Analysis Training Classes in Norway
From Camo Process AS
Multivariate Data Analysis MVA and Design of Experiments DoE Level-1 Bangalore July 21-23 2008




Multivariate Analysis Level - 1
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* The world is multivariate Introduction to
multivariate data modelling
* When are multivariate methods useful?
* Principal Component Analysis (PCA)
* Multivariate regression:
=> MLR- Multi Linear Regression
=> PCR- Principal Component Regression
=> PLS- Partial Least Squares
* Relevant data collection
* Multivariate
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Multivariate Data Analysis 1



The three-day introductory class is a hands-on course designed to teach participants how to use chemometrics to solve practical problems.
The course 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
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Multivariate Data Analysis - Level 1, Helsinki, Finland - May 15-16, 2008


This class is a hands-on, practical application workshop that will teaches,
When are multivariate methods useful?
Principles and applications of:
Principal Component Analysis (PCA)
Multivariate regression: Multi Linear Regression (MLR), Principal Component Regression (PCR), Partial
Least Squares (PLS)
Relevant data collection
Multivariate modeling step by step
Pretreatment and
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Multivariate Data Analysis 2


This 3-day specialized course and applications development workshop will provide a hands-on, high-retention learning and skills development experience that will teach participants how to use advanced Multivariate Analysis to solve practical problems.
The application of multivariate statistics for industrial applications will be highlighted. Numerous real world data sets will be examined during the
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Multivariate Data Analysis 1



The three-day introductory class is a hands-on course designed to teach participants how to use chemometrics to solve practical problems.
The course 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
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Experimental Design (DoE)



This three-day class is a hands-on, practical application workshop that will teach participants to use The Unscrambler Experimental Design suite to design and conduct experiments.
The course will provide participants with an overview of Experimental Design, its importance in Multivariate Statistics and an introduction to classical experimental strategies.
Participants are encouraged to bring
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Multivariate Data Analysis with Chemometrics & Spectroscopic Applications Level 1





...Data Analysis for 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
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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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Multivariate Data Analysis(MVA) & Design of Experiments(DoE)- Chemometrics & Sensometrics Applications


The integrated course has been designed to give participants a strong foundation in the basics and fundamentals
of Multivariate Data Analysis (MVA) and Design of Experiments (DoE) The course combines theoretical studies and
practical workshops, ensuring that each participant gets individual focus, and understands the practical uses of MVA & DoE applications in R&D, Product Development, PAT,
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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)





...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 program includes theory and exercises
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Design of Experiments : Statistics : Advanced Training Course




...nducted by leading experts in the fields of Multivariate Data Analysis and Applications Development for Chemometrics , Spectroscopy and/or Process Analytical Technology Solutions, each course is taught by a world-class instructor, with special focus on Pharmaceutical and Biotechnology Applications Development, in both regulated and non-regulated areas, Chemicals Manufacturing,
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