PIFEI by Blackberry&Cross: Training Program

PIFEI ®
by
Blackberry & Cross ®
Industrial Statistics Data Analysis Training
Let´s Start
www.blackberrycross.com

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Hi.
We are Blackberry&Cross ®
Helping companies to improve and innovate
BBCross ®
This presentation is made with the ideal of being
able to initiate a dialogue that allows us to show
you how we have helped dozens of companies
improve their processes, reduce costs, avoid risks
and have better tools and professionals. Thank you
for giving us the opportunity to explore how to help
you.
Omar Mora
Fundador de Blackberry&Cross ®

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About Us
We are experts in Continuous Improvement and Innovation
of industrial and business processes
BBCross ®
We started our business journey in 2004. We aim to provide
companies and professionals with methodologies and tools in
order to speed up improvement and innovation; to reach new
and better levels of business competitiveness. We specialize
in areas such as:
Software
STEM
Training
OPEX
BBCross ®
Academy
Mentoring
Data
Analytics

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BBCross ®
What is PIFEI ® by
Blackberry&Cross ®
PIFEI ® by Blackberry & Cross® is the Integral Training Program in Industrial Statistics.
It is a Data Analysis Training Program, powered using Minitab® Statistical Software.
It is a program to provide specific skills in statistical tools for the identification, measurement,
analysis, improvement and control of industrial and / or transactional processes.

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Some data about PIFEI
BBCross ®
200+
$ 1 millon+
3000+
We have trained over
200 people in Statistical
Data Analysis using
PIFEI Modules
We have helped with
projects and problem
solving. In some cases
with thousands of US
dollars in savings*
Our “Learning Management System”
has hosted more than 3,500
students, professionals, from all
over Central America, South
America and the USA.
(*) This numbers is given from Confidential data of some clients. Approximate amount.

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Is PIFEI ® for You?
BBCross ®
PIFEI was designed for the professionals, engineers and technicians dealing with variability issues as part of their problem-solving
activities. If you work in food processing, medical devices, microbiology, or services, we adapt the content to make it always relevant
to your needs and projects.
Are you?
Then PIFEI is for you
• Data analyst
• Industrial Engineer
• Specialists in LEAN Six Sigma
• Researcher
• Quality professional
If you are looking for a better understanding about variability,
support decision on data and being able to properly select
the right tools to explore a situation, then PIFEI is for you.

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Our Approach
BBCross ®
Blackberry & Cross® has worked to help companies improve business
processes for more than 15 years, since 2004.
We specialize in corporate training that develops managers, creates
teams, increases productivity and ultimately generates money.
Our philosophy is simple: we begin by observing and evaluating your
specific training requirements. Our instructional and curriculum experts
then design programs to meet those needs. The key to our success?
Our designers and developers are also our trainers. They know the
material from end-to-end. Once the training program is implemented in
the classroom or online, it is they, the designers, who modify and adjust
it in response to the comments and needs of your employees.

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Your data: Your Projects
BBCross ®
PIFEI has tens of examples and exercises.
However, we always adapt the training to use your data.
We will work with your managers, engineers, technicians and any other
participant, in order to get access to datasets the participants can use and work
on real, company-relevant, problems and solutions.
Confidential Agreement
• We do not keep copy of your data.
• Your data is yours. Only your employees will use it.

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Some of
Our clients
BBCross ®
We have helped dozens of
companies, and it is
gratifying to consider the
positive impact we have
helped to create in their
processes, in their
professionals.
All brands, emblems, logos or similar are the property of their respective owners.

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PIFEI Modules
BBCross ®
PIFEI has five (5) modules
- Data Analysis and Data Visualization
- Variable relationships: Regression
- Statistical process control and Capability
- ANOVA and Gage R/R
- Design of Experiments
Each module of 20 hours.

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Module 1: Data Visualization and Data Analysis
BBCross ®
Contents
Understanding Variability
Data Visualization
Type of data
Measuring Scales
Basic descriptive and inferential statistics as a
basis for measurement and variability
analysis:
Measures of central tendency
Measures of dispersion
Types of statistical error
Descriptive graphic statistics: Interpretation
of:
Histograms
Box Plot
Individual Value Plot
Run Chart (randomness)
Concept: “OFAT”: one-factor-at-a-time
experimentation
Goodness of fit
Parametric hypothesis tests
1t
2t
t paired
Basic non-parametric:
Wilcoxon test
Mann-Whitney test
Sample size hypothesis tests
Inferential Statistics Proportions
1p, 2p tests
Poisson rate tests

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Module 2: Regression, Scatter Plots and Correlation
BBCross ®
Contents
Variable relationships
Scatter plots
Matrix diagrams
Marginal plots
Bubble plot
Contour plots
3D graphics: Surface Plot, Contour Plot
Correlation (Pearson, Rho)
Simple linear regression
Simple quadratic regression
Simple cubic regression
Multiple regression
Stepwise regression
Multicollinearity tests (Durbin Watson)
Autocorrelation tests

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Module 3: Statistical Process Control and Capability
BBCross ®
Contents
Statistical process control
Identification of control variables
Control charts for variables:
X-bar / R
X-bar / S
IM-R
Attribute control charts
p
np
or
c
u´ de Laney
p´ de Laney
Process Capacity Analysis (variables)
Cp, Cpk, Pp, Ppk
Confidence intervals (Pp, Cp)
Process Capability Analysis (attributes)
Binary data
Counting data
Process Capability Analysis (non-parametric)

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Module 4: ANOVA and Gage R&R
BBCross ®
Contents
Analysis of variance (ANOVA) as a case of the general linear
model (GLM)
ANOVA one-way (single factor, multiple levels)
ANOVA 2-way (GLM, two factors, multiple levels per factor)
Residuals tests for ANOVA
Introduction to MSA:
Gage R & R as variant ANOVA 2-way
R&R crossed (non-destructive)
R&R nested (destructive)
Run chart for R&R
ANOM

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Module 5: Design of Experiments
BBCross ®
Contents
Introduction to experimental design
Design of Experiments: full factorial experiments
Design of Experiments: fractional factorial experiments
Sample Size in a Factorial DOE
Replicates and Repetitions in a factorial design
Analysis of a factorial design (accuracy and variability)
Steps for a correct execution of a DOE Factorial

Some basic info
• PIFEI can be delivered in-house, at your facility, as an instructorlead
program or at BBCross facilities
• You can also use our online-real-time training, instructor-led.
• The minimum number of participants: 5 people
• The maximum number of participants: 15 people.
• PIFEI includes printed and/or digital manuals per module, for each
participant.
• Participants will get access to the BBCross Learning Center (Virtual
Campus) where they can access complementary resources such as
videos, reading, exams, and more.
• Certificate of achievement per module for each participant.
• Every participant should have access to Minitab 18 or Minitab 19.
This training program does not include software licensing.

Next Steps
• Please, let us know is you need a formal proposal.
• We will contact you in order to define:
• Number of participants
• Preferred date for kick-off
• Training Schedule
• Approved-Vendor-List procedures
• Payment Options and Credit Terms
• Among other commercial details.

Blackberry&Cross ®
Contact us
(506) 2527-5121
ventas@blackberrycross.com
www.blackberrycross.com
(506) 8828-8798
www.facebook.com/blackberrycross
www.instagram.com/blackberrycross
www.twitter.com/bcross