training multivariate data analysis level 1 (mva 1) & on · camo software has more than 25...
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CAMO Software has more than 25 years experience in providing
multivariate data analysis software, products and solutions. The company
is a recognized name in the chemometrics software domain.
The course is aimed at researchers, scientists and engineers who work
within life science and chemical industries. This course enables
understanding of the central role of multivariate methods in Process
Analytical Technology (PAT). Participants will learn how to interpret complex
data quickly and confidently, and how to build robust models for process
monitoring. Tailored to meet the needs of professionals and students, the
course is designed around real-world applications, with intensive, hands-
on training using The Unscrambler® software.
Multivariate analysis tools helps process understanding and process
improvement by interpreting complex data and presenting results in simple
graphics and models.
Why participate in the MVA for PAT course?
The courses have been designed for individuals:
4Involved in R&D, product development, process optimization, quality
control (QA, QC) & monitoring
4Working or likely to work with spectroscopic instruments (NIR, FTIR,
UV/VIS, NMR, Raman, Mass Spectroscopy) chromatography
instruments (LC, GC) and other sources of multivariate data as part of
laboratory, R&D, quality control or production processes
4Professional engineers and managers involved in pharmaceutical drug
product manufacturing and development, Process Analytical
Technology (PAT), quality assurance and regulatory affairs
4No prior knowledge of The Unscrambler® is required to attend our
courses
Who should participate in this program?
Multivariate Data Analysis Level 1 (MVA 1) &
Process Analytical Technology (PAT)
RegisterMay 01-03, 2013 | Bangalore, India
Practical exercises using
The Unscrambler®
Training on
Course Details
Introduction to PAT
4
4Fundamentals of PAT tools
Multivariate tools
4Introduction to MVA
4Data collection and visualization – descriptive and
exploratory
4Data preprocessing
4Classification and projection methods
4Multivariate regression – calibration and prediction
4Model validation and outlier detection
Review of regulatory guidance
Ramnendra Mandloi
Course Instructor
Chemometric Consultant
CAMO Software
M. Tech from IIT Delhi, Black Belt with over 14 years of
industrial experience with large automotive manufacturing
organizations which includes execution of process
improvement using Quality Management system , Six Sigma,
TQM , Automotive Core Tools application i.e. FMEA , SPC ,
MSA , DOE . He has been involved in training and development
of people from basic system tools to six sigma & lean tools for
more than 2500 peoples.
He has worked in groups like Tata, Mahindra & Mahindra,
Avtec (Formerly Hindustand Motors Ltd., PUP Division),
Kirloskar Brothers Ltd.. He has been instrumental in getting TS
16949 for these organizations in record time with the World’s
Best Certifying Agencies, including holding positions as
Management Representative for ISO 9001, 14001, TS16949.
He is Certified auditor for TS 16949, Lead auditor for ISO
14001 and certified auditor for CII Exim Award (Business
Excellence Model based on TQM model of European
Federation of Quality Management).
Venue: TBA
Day 1
Day 2
Day 3
09:00 – 17:00
09:00 – 17:00
10:00 – 17:00
Course fee
May 01-03 | Bangalore, India
Register
University: 35,000 + Taxes
Industry and Government: 55,000 + Taxes
Bulk discount of 10% for more than 3 participants from
the same organization.
The course fee includes course material, coffee / tea and lunch. It also includes a free 30-day test installation
of The Unscramble X to be able to apply the methods right away in your own area of work. Individual
personal computers will be organized for practical exercises during training.
4 The number of seats for the course is limited to 10
4Deadline for registrations: 2 weeks before the course start
4Payment: Along with registration
Cancellation/Substitution: Cancellations up to 2 weeks before the start date of the course will be refunded
with 50% of the registration fee. Cancellations made less than 2 weeks before the start date of the course will
not be refunded. The course participants may be substituted provided that Camo is notified.
r®
NORWAY USA INDIA JAPAN AUSTRALIA
14 & 15, Krishna Reddy
Colony, Domlur Layout
Bangalore - 560 071
Tel: (+91) 80 4125 4242
Fax: (+91) 80 4125 4181
PO Box 97
St Peters
NSW, 2044
Tel: (+61) 4 0888 2007
Shibuya 3-chome Square Bldg 2F
3-5-16 Shibuya Shibuya-ku
Tokyo, 150-0002
Tel: (+81) 3 6868 7669
Fax: (+81) 3 6730 9539
Nedre Vollgate 8,
N-0158
Oslo
Tel: (+47) 223 963 00
Fax: (+47) 223 963 22
One Woodbridge Center
Suite 319, Woodbridge
NJ 07095
Tel: (+1) 732 726 9200
Fax: (+1) 973 556 1229
Contact: Mr. Bhanu Prakash
Mob: +91 95913 79494
E-mail: [email protected]
Design space representation and validation
4Introduction to DoE
4Creating and analyzing screening design
Design optimization using response surface
methods
4Using DoE to define design space
4Optimization designs and their analysis
4From screening to optimization
Process understanding/improvement
4Real time data benefits and MSPC
4Real time monitoring and linking into control systems
Bring data to life 518942camo.com
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Public Training Registration Form
Topic
Multivariate Data Analysis Level 1 (MVA 1) &
Process Analytical Technology (PAT)
Venue :
University : 35000 + Taxes
Government : 55000 + Taxes
Industry : 55000 + Taxes
TBA
Registered Date
Name
Designation
Department
Company/University
Mode of Payment
Address
Phone
Fax
Comments
DD Cheque
CAMO Software India Pvt. Ltd.14 & 15, Krishna Reddy Colony, Domlur layout, Bangalore - 560 071 INDIA
Tel (+91) 80 4125 4242 Fax (+91) 80 4125 4181, www.camo.com
May 01-03 | Bangalore, India
Contact: Mr. Bhanu Prakash
Mob: +91 95913 79494
E-mail: [email protected]
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