PIFEI by Blackberry&Cross: Training Program
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.
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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<strong>PIFEI</strong> ®<br />
<strong>by</strong><br />
Blackberry & <strong>Cross</strong> ®<br />
Industrial Statistics Data Analysis <strong>Training</strong><br />
Let´s Start<br />
www.blackberrycross.com
2<br />
Hi.<br />
We are Blackberry&<strong>Cross</strong> ®<br />
Helping companies to improve and innovate<br />
BB<strong>Cross</strong> ®<br />
This presentation is made with the ideal of being<br />
able to initiate a dialogue that allows us to show<br />
you how we have helped dozens of companies<br />
improve their processes, reduce costs, avoid risks<br />
and have better tools and professionals. Thank you<br />
for giving us the opportunity to explore how to help<br />
you.<br />
Omar Mora<br />
Fundador de Blackberry&<strong>Cross</strong> ®
3<br />
About Us<br />
We are experts in Continuous Improvement and Innovation<br />
of industrial and business processes<br />
BB<strong>Cross</strong> ®<br />
We started our business journey in 2004. We aim to provide<br />
companies and professionals with methodologies and tools in<br />
order to speed up improvement and innovation; to reach new<br />
and better levels of business competitiveness. We specialize<br />
in areas such as:<br />
Software<br />
STEM<br />
<strong>Training</strong><br />
OPEX<br />
BB<strong>Cross</strong> ®<br />
Academy<br />
Mentoring<br />
Data<br />
Analytics
4<br />
BB<strong>Cross</strong> ®<br />
What is <strong>PIFEI</strong> ® <strong>by</strong><br />
Blackberry&<strong>Cross</strong> ®<br />
<strong>PIFEI</strong> ® <strong>by</strong> Blackberry & <strong>Cross</strong>® is the Integral <strong>Training</strong> <strong>Program</strong> in Industrial Statistics.<br />
It is a Data Analysis <strong>Training</strong> <strong>Program</strong>, powered using Minitab® Statistical Software.<br />
It is a program to provide specific skills in statistical tools for the identification, measurement,<br />
analysis, improvement and control of industrial and / or transactional processes.
5<br />
Some data about <strong>PIFEI</strong><br />
BB<strong>Cross</strong> ®<br />
200+<br />
$ 1 millon+<br />
3000+<br />
We have trained over<br />
200 people in Statistical<br />
Data Analysis using<br />
<strong>PIFEI</strong> Modules<br />
We have helped with<br />
projects and problem<br />
solving. In some cases<br />
with thousands of US<br />
dollars in savings*<br />
Our “Learning Management System”<br />
has hosted more than 3,500<br />
students, professionals, from all<br />
over Central America, South<br />
America and the USA.<br />
(*) This numbers is given from Confidential data of some clients. Approximate amount.
6<br />
Is <strong>PIFEI</strong> ® for You?<br />
BB<strong>Cross</strong> ®<br />
<strong>PIFEI</strong> was designed for the professionals, engineers and technicians dealing with variability issues as part of their problem-solving<br />
activities. If you work in food processing, medical devices, microbiology, or services, we adapt the content to make it always relevant<br />
to your needs and projects.<br />
Are you?<br />
Then <strong>PIFEI</strong> is for you<br />
• Data analyst<br />
• Industrial Engineer<br />
• Specialists in LEAN Six Sigma<br />
• Researcher<br />
• Quality professional<br />
If you are looking for a better understanding about variability,<br />
support decision on data and being able to properly select<br />
the right tools to explore a situation, then <strong>PIFEI</strong> is for you.
7<br />
Our Approach<br />
BB<strong>Cross</strong> ®<br />
Blackberry & <strong>Cross</strong>® has worked to help companies improve business<br />
processes for more than 15 years, since 2004.<br />
We specialize in corporate training that develops managers, creates<br />
teams, increases productivity and ultimately generates money.<br />
Our philosophy is simple: we begin <strong>by</strong> observing and evaluating your<br />
specific training requirements. Our instructional and curriculum experts<br />
then design programs to meet those needs. The key to our success?<br />
Our designers and developers are also our trainers. They know the<br />
material from end-to-end. Once the training program is implemented in<br />
the classroom or online, it is they, the designers, who modify and adjust<br />
it in response to the comments and needs of your employees.
8<br />
Your data: Your Projects<br />
BB<strong>Cross</strong> ®<br />
<strong>PIFEI</strong> has tens of examples and exercises.<br />
However, we always adapt the training to use your data.<br />
We will work with your managers, engineers, technicians and any other<br />
participant, in order to get access to datasets the participants can use and work<br />
on real, company-relevant, problems and solutions.<br />
Confidential Agreement<br />
• We do not keep copy of your data.<br />
• Your data is yours. Only your employees will use it.
9<br />
Some of<br />
Our clients<br />
BB<strong>Cross</strong> ®<br />
We have helped dozens of<br />
companies, and it is<br />
gratifying to consider the<br />
positive impact we have<br />
helped to create in their<br />
processes, in their<br />
professionals.<br />
All brands, emblems, logos or similar are the property of their respective owners.
10<br />
<strong>PIFEI</strong> Modules<br />
BB<strong>Cross</strong> ®<br />
<strong>PIFEI</strong> has five (5) modules<br />
- Data Analysis and Data Visualization<br />
- Variable relationships: Regression<br />
- Statistical process control and Capability<br />
- ANOVA and Gage R/R<br />
- Design of Experiments<br />
Each module of 20 hours.
11<br />
Module 1: Data Visualization and Data Analysis<br />
BB<strong>Cross</strong> ®<br />
Contents<br />
Understanding Variability<br />
Data Visualization<br />
Type of data<br />
Measuring Scales<br />
Basic descriptive and inferential statistics as a<br />
basis for measurement and variability<br />
analysis:<br />
Measures of central tendency<br />
Measures of dispersion<br />
Types of statistical error<br />
Descriptive graphic statistics: Interpretation<br />
of:<br />
Histograms<br />
Box Plot<br />
Individual Value Plot<br />
Run Chart (randomness)<br />
Concept: “OFAT”: one-factor-at-a-time<br />
experimentation<br />
Goodness of fit<br />
Parametric hypothesis tests<br />
1t<br />
2t<br />
t paired<br />
Basic non-parametric:<br />
Wilcoxon test<br />
Mann-Whitney test<br />
Sample size hypothesis tests<br />
Inferential Statistics Proportions<br />
1p, 2p tests<br />
Poisson rate tests
12<br />
Module 2: Regression, Scatter Plots and Correlation<br />
BB<strong>Cross</strong> ®<br />
Contents<br />
Variable relationships<br />
Scatter plots<br />
Matrix diagrams<br />
Marginal plots<br />
Bubble plot<br />
Contour plots<br />
3D graphics: Surface Plot, Contour Plot<br />
Correlation (Pearson, Rho)<br />
Simple linear regression<br />
Simple quadratic regression<br />
Simple cubic regression<br />
Multiple regression<br />
Stepwise regression<br />
Multicollinearity tests (Durbin Watson)<br />
Autocorrelation tests
13<br />
Module 3: Statistical Process Control and Capability<br />
BB<strong>Cross</strong> ®<br />
Contents<br />
Statistical process control<br />
Identification of control variables<br />
Control charts for variables:<br />
X-bar / R<br />
X-bar / S<br />
IM-R<br />
Attribute control charts<br />
p<br />
np<br />
or<br />
c<br />
u´ de Laney<br />
p´ de Laney<br />
Process Capacity Analysis (variables)<br />
Cp, Cpk, Pp, Ppk<br />
Confidence intervals (Pp, Cp)<br />
Process Capability Analysis (attributes)<br />
Binary data<br />
Counting data<br />
Process Capability Analysis (non-parametric)
14<br />
Module 4: ANOVA and Gage R&R<br />
BB<strong>Cross</strong> ®<br />
Contents<br />
Analysis of variance (ANOVA) as a case of the general linear<br />
model (GLM)<br />
ANOVA one-way (single factor, multiple levels)<br />
ANOVA 2-way (GLM, two factors, multiple levels per factor)<br />
Residuals tests for ANOVA<br />
Introduction to MSA:<br />
Gage R & R as variant ANOVA 2-way<br />
R&R crossed (non-destructive)<br />
R&R nested (destructive)<br />
Run chart for R&R<br />
ANOM
15<br />
Module 5: Design of Experiments<br />
BB<strong>Cross</strong> ®<br />
Contents<br />
Introduction to experimental design<br />
Design of Experiments: full factorial experiments<br />
Design of Experiments: fractional factorial experiments<br />
Sample Size in a Factorial DOE<br />
Replicates and Repetitions in a factorial design<br />
Analysis of a factorial design (accuracy and variability)<br />
Steps for a correct execution of a DOE Factorial
Some basic info<br />
• <strong>PIFEI</strong> can be delivered in-house, at your facility, as an instructorlead<br />
program or at BB<strong>Cross</strong> facilities<br />
• You can also use our online-real-time training, instructor-led.<br />
• The minimum number of participants: 5 people<br />
• The maximum number of participants: 15 people.<br />
• <strong>PIFEI</strong> includes printed and/or digital manuals per module, for each<br />
participant.<br />
• Participants will get access to the BB<strong>Cross</strong> Learning Center (Virtual<br />
Campus) where they can access complementary resources such as<br />
videos, reading, exams, and more.<br />
• Certificate of achievement per module for each participant.<br />
• Every participant should have access to Minitab 18 or Minitab 19.<br />
This training program does not include software licensing.
Next Steps<br />
• Please, let us know is you need a formal proposal.<br />
• We will contact you in order to define:<br />
• Number of participants<br />
• Preferred date for kick-off<br />
• <strong>Training</strong> Schedule<br />
• Approved-Vendor-List procedures<br />
• Payment Options and Credit Terms<br />
• Among other commercial details.
Blackberry&<strong>Cross</strong> ®<br />
Contact us<br />
(506) 2527-5121<br />
ventas@blackberrycross.com<br />
www.blackberrycross.com<br />
(506) 8828-8798<br />
www.facebook.com/blackberrycross<br />
www.instagram.com/blackberrycross<br />
www.twitter.com/bcross