Insights from PDA Visual Inspection Forum: Why Data Harmonization Is the Real Challenge
28.07.2026
Automated visual inspection systems generate vast amounts of data, but most pharmaceutical manufacturers struggle to turn that data into actionable […]
Statistical methods as per draft of ICH Q1 – part 1
07.04.2026
The article presents statistical methods that can be used in the evaluation of stability studies in accordance with the preliminary […]
Do data rhyme? On patterns, models, and decision-making in business
26.01.2026
It is often said that history does not repeat itself, but it does rhyme. In the world of data, this […]
Smart, Secure, Scalable: How Vetter Is Setting New Standards with Automated CPV
18.11.2025
(Article based on material published by StatSoft GmbH. Original available at: https://www.statsoft.de/en/vetter-cpv-case-study/) The pharmaceutical industry is caught between the pressure […]
AI Meets Infrastructure – The Future of Fast, Accurate Crack Width Measurement
05.09.2025
Infrastructure inspections today are still slow, expensive, and mostly manual. Visual checks can take hours and often require scaffolding, night […]
How to correctly estimate the sample size in empirical research?
24.07.2025
The key stage in the efficient implementation of empirical research is its correct planning. This involves the need to make […]
Understanding Generative AI Through Variational Autoencoders (VAEs)
02.07.2025
For several years now, we have been witnessing a rapid breakthrough in the field of artificial intelligence, or to be […]
Supervised and unsupervised methods – how to choose the right approach for a business problem?
22.05.2025
Before you start analyzing data, stop and ask yourself a fundamental question: what problem are you trying to solve? The […]
The Holy Grail of industrial maintenance: Failure prediction in the food processing sector
09.05.2025
The food industry is the beating heart of the global economy, pulsing with continuous production. From fruit processing plants to […]
Statistics: The greater good vs the individual – do numbers define a human being?
23.04.2025
Statistics help us understand and describe the world. They simplify it, reduce it to a level we can interpret and […]
Statistics – the biggest lie?
14.04.2025
“There are three kinds of lies: lies, damned lies and statistics.” Attributed to Benjamin Disraeli, popularized by Mark Twain. As […]
How does data preparation affect cluster analysis results? A case study
26.03.2025
In a world of ubiquitous data, business decisions are increasingly based on advanced statistical analysis. But have you ever wondered […]
Statistics does not forgive mistakes so learn to avoid them
13.03.2025
“Fire, knives, cars, hair removal cream. Each of these things has important uses. Each of them improves our lives. And […]
Excel – evil incarnate or your best friend?
09.02.2025
In the world of business, science, and even private life, data has become one of the most valuable resources today. […]
ANOVA redefined – a fresh perspective
29.01.2025
Analysis of variance, or ANOVA for short, is a classic topic in statistical data analysis. Has everything about it already […]
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