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Statistical Tools For Pharmaceuticals
+ Stats for Pharma Analytics

- Manufacturing Track

This Comprehensive 2-Weeks Program is the perfect Must-Have-Foundation,
for professionals responsible with Data Analytics, for Improving Products & Processes.

Performing Analytics without clarity on Statistical Concepts,
is a Potential Risk & Wastes Resources.

Learn the WHAT, WHY, WHEN & HOW ?

Learn to apply Minitab tools commonly used in the Pharmaceutical Industry. Develop in-depth statistical approaches to Data Analysis by understanding how to select the Right Tool for a given scenario and to correctly interpret the results of the analysis. Learn how to easily import data & export output.

Learn in-depth knowledge of various statistical concepts for determining if a process mean is off target, whether two means are significantly different, and for demonstrating if a process change does not significantly affect a critical response. Develop the necessary skills to successfully evaluate and certify measurement systems. Understand how to utilize important capability analysis tools to evaluate your processes relative to internal and customer specifications. Learn how to evaluate a random sample of product from a lot to determine whether to accept or reject the entire lot.

Understand how to apply DOE for process improvement. Learn how to use stability analysis for determining the shelf life of a product. All applications place emphasis on making good business decisions based upon the practical application of statistical techniques commonly used in the Pharmaceutical Industry.

Topics include

Data & Types
Importing & Formatting Data
Descriptive Statistics
Bar Chart
Histogram
Boxplot
Pareto Chart
Time Series Plot
Heat Map
Scatterplot
Measures of Central Tendency
Measures of Variation
Inferential Statistics
T-Tests
Normality Test
Power & Sample Size
Proportion Tests

Variances Test
Tests for Equal Variance
One-Way ANOVA
Two-Way ANOVA
General Linear Model
Correlation & Simple Regression
Stability Study
Multiple Correlation & Regression
Control Charts for Variable Data
Control Charts for Attribute Data
DOE
Gage R&R
Attribute Agreement Analysis
Attribute Acceptance Sampling
Capability Analysis for Normal Data
Capability Analysis for Nonnormal Data

Prerequisite:

None. This course can be used as a pre-requisite to Response Surface Designs and DOE in Practice
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Exclusive Training - Online / On-Site ( In-Person )

Training for an organization’s employees at its site. Minimum participants required – 10 Nos. Training module (Essentials or Advanced), level of the training and date would be scheduled as per mutual convenience.

The benefits of on-site training are:

Upcoming Live Online Training Schedule

Exclusive Program Only

IMP Note: For a Group of 10+ Participants, we schedule an exclusive program, on a mutually convenient date & time. Contact us to know the details.

Classroom Public Training

We offer Training at many convenient locations in India. Sessions are designed for beginners as well as for experienced professional. We schedule date, time, module (Service Quality / Manufacturing) and venue. It remains open to all and we limit enrollment so our trainers have time to address individual’s query.

Attending along with participants from mixed verticals & functions, has rich take-aways.

Upcoming Classroom Public Training Schedule

Sample Material

Course materials for our training sessions were developed by Minitab experts with years of quality improvement experience. Sections are filled with hands-on examples, time-saving tips and more. They are a valuable resource and are yours to keep after any session.

 

Minitab Statistical Software Sample Course Materials

Manufacturing – Measurement Systems Analysis

A manufacturer of fuel injector nozzles has installed a new digital measuring system and wants to know how well it works. The investigator uses a crossed gage R&R study to assess both the measuring system and the consistency of those who operate it.

Additional Information

Sample Material

Course materials for our training sessions were developed by Minitab experts with years of quality improvement experience. Sections are filled with hands-on examples, time-saving tips and more. They are a valuable resource and are yours to keep after any session.

 

Minitab Statistical Software Sample Course Materials

Service Quality – t-Test

To promote higher productivity and greater customer satisfaction, a financial services institution wants to establish a baseline for their loan process. They use a 1-sample t-test to estimate the range of likely values for the average processing time and to determine whether their average time differs from a competitor’s claim of 6 hours. They use a normality test to determine whether the data are normally distributed and a time series plot to looks for trends in the data.

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Qsutra – the Authorised Partner & Certified Training Provider for Minitab in India, Sri Lanka, Bangladesh & Nepal!

With Minitab Certified Trainings, attendees learn to efficiently use Minitab Software and Maximize the Returns, for their organisation’s investments. Our Trainers are Expert Statisticians and Seasoned Industry Professionals, who are tested & certified by Minitab, LLC. USA, after going through their rigorous certification process. Our trainings provide Hands-on learning through real world problem solving – training attendees work through real world quality improvement scenarios (we have standard Examples) with guidance from the instructors so the training is retained after the class ends.

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