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Training on Multivariate Analysis of Sensory ... - Camo

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<strong>Multivariate</strong> <strong>Analysis</strong> <strong>of</strong><br />

<strong>Sensory</strong> Data<br />

November 03 - 05, 2009<br />

L<strong>on</strong>d<strong>on</strong>, United Kingdom<br />

Register Now<br />

CAMO S<strong>of</strong>tware has more than 20 years experience in<br />

providing multivariate data analysis s<strong>of</strong>tware, products and<br />

soluti<strong>on</strong>s. A recognized name in the chemometrics s<strong>of</strong>tware<br />

domain, CAMO S<strong>of</strong>tware soluti<strong>on</strong>s help clients understand the<br />

knowledge hidden inside data.<br />

CAMO provides pr<strong>of</strong>essi<strong>on</strong>al s<strong>of</strong>tware training and practical<br />

applicati<strong>on</strong> development in multivariate statistical analysis,<br />

spectroscopy, experimental design, optimizati<strong>on</strong> and<br />

formulati<strong>on</strong>, sensory analysis and PAT, worldwide.<br />

Expand your knowledge in the field <strong>of</strong> multivariate data analysis<br />

through CAMO courses that <strong>of</strong>fer you the perfect learning<br />

experience.<br />

Why attend <strong>Multivariate</strong> <strong>Analysis</strong> <strong>of</strong><br />

<strong>Sensory</strong> Data training?<br />

Tailored to meet the needs <strong>of</strong> pr<strong>of</strong>essi<strong>on</strong>als and students, this<br />

course is designed around real-world industry applicati<strong>on</strong>s <strong>of</strong><br />

chemometrics and multivariate analysis methods. CAMO<br />

courses have a special focus <strong>on</strong> practical work with intensive,<br />

hands-<strong>on</strong> training using The Unscrambler ®<br />

s<strong>of</strong>tware package.<br />

Carefully selected course exercises and applicati<strong>on</strong> examples<br />

will take you through the necessary theory and practical realworld<br />

examples enabling better understanding <strong>of</strong> your own<br />

data.<br />

CAMO <str<strong>on</strong>g>Training</str<strong>on</strong>g> courses are taught in an informal and<br />

pedagogical atmosphere by experienced CAMO pers<strong>on</strong>nel<br />

and partners.<br />

Who should participate in this program?<br />

The courses have been designed for individuals:<br />

Involved in c<strong>on</strong>sumer insights, R&D, product development, process optimizati<strong>on</strong>, quality c<strong>on</strong>trol & m<strong>on</strong>itoring.


Course overview<br />

The <strong>Multivariate</strong> <strong>Analysis</strong> <strong>of</strong> <strong>Sensory</strong> Data training is aimed at researchers and analyst who work within the sensory and c<strong>on</strong>sumer<br />

sciences, and would like to utilize the full power <strong>of</strong> multivariate methods. The participants should be familiar with basic multivariate<br />

methods, equivalent to CAMO's <strong>Multivariate</strong> Data <strong>Analysis</strong> Level 1.<br />

Univariate statistics<br />

Experimental setup<br />

Evaluati<strong>on</strong> <strong>of</strong> panel data<br />

Principal Comp<strong>on</strong>ent <strong>Analysis</strong> (PCA)<br />

Varimax rotati<strong>on</strong><br />

Preference mapping (internal and external)<br />

Regressi<strong>on</strong> analysis (PLS)<br />

Handling outliers<br />

Validati<strong>on</strong> methods<br />

Variable selecti<strong>on</strong><br />

3-way data analysis<br />

L-PLS regressi<strong>on</strong><br />

Clustering and Classificati<strong>on</strong><br />

Product Optimisati<strong>on</strong><br />

November 03 - 05, 2009<br />

L<strong>on</strong>d<strong>on</strong>, United Kingdom<br />

Venue To be Announced<br />

Day 1 10.00-17.00 Day 2 09.00-17.00 Day 3 09.00-17.00<br />

Register Now<br />

University<br />

N<strong>on</strong>-pr<strong>of</strong>it Research<br />

Organizati<strong>on</strong><br />

£ 550 £ 680<br />

Industry<br />

£ 860<br />

for<br />

learn<br />

more<br />

The course fees includes lunch, course material, 60-day test<br />

installati<strong>on</strong> <strong>of</strong> The Unscrambler ® , Quali-Sense and the text book<br />

<strong>Multivariate</strong> Data <strong>Analysis</strong> - in practice by Kim Esbensen.<br />

The number <strong>of</strong> seats for the course is limited to 12<br />

Deadline for registrati<strong>on</strong>s: 3 weeks before the course-start<br />

Participants are required to bring their own Laptop.<br />

GENERAL TERMS:<br />

Payment: 30 days net from date <strong>of</strong> invoice<br />

Cancellati<strong>on</strong>: Cancellati<strong>on</strong>s up to 3 weeks prior the course start date, will be refunded<br />

with 50% <strong>of</strong> the registrati<strong>on</strong> fee, after this limit, NO Fees will be refunded.<br />

Substituti<strong>on</strong>: The course participants may be substituted or join a later training<br />

provided that CAMO is notified.<br />

Dr. Mari<strong>on</strong> Cuny<br />

Course Instructor<br />

c<strong>on</strong>tact<br />

info<br />

camo@camo.no<br />

Mari<strong>on</strong> Cuny, Ph.D. is a food science engineer and specializes in signal<br />

interpretati<strong>on</strong> in NMR spectroscopy applied to food authenticity issues. Awarded<br />

a Ph.D in analytical chemistry (2008) from the AgroPArisTech - member <strong>of</strong> the<br />

Paris Institute <strong>of</strong> Technology, Mari<strong>on</strong> also accomplished a successful 3 year<br />

term with Eur<strong>of</strong>ins, an Internati<strong>on</strong>al group <strong>of</strong> c<strong>on</strong>tract laboratories. Mari<strong>on</strong> joined<br />

CAMO in 2008 to extend the wide range <strong>of</strong> soluti<strong>on</strong>s for c<strong>on</strong>sumer insight and<br />

sensory analysis in product development and quality assurance projects.<br />

CAMO S<strong>of</strong>tware AS.<br />

Nedre Vollgate 8<br />

N-0158, Oslo<br />

NORWAY<br />

Tel: (47) 223 963 00<br />

Fax: (47) 223 963 22<br />

CAMO S<strong>of</strong>tware Inc.<br />

One Woodbridge Center, Suite 319<br />

Woodbridge, NJ 07095<br />

USA<br />

Tel: (732) 726 9200<br />

Fax: (973) 556 1229<br />

CAMO S<strong>of</strong>tware India Pvt. Ltd.<br />

14 & 15, Krishna Reddy Col<strong>on</strong>y<br />

Domlur Layout, Bangalore - 560 071<br />

INDIA<br />

Tel: (91) 80 4125 4242<br />

Fax: (91) 80 4125 4181<br />

CAMO S<strong>of</strong>tware<br />

Australia and New Zealand<br />

PO Box 97, St Peters, NSW, 2044<br />

AUSTRALIA<br />

Tel: (612) 9516 3306<br />

Fax: (612) 9516 2934

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