Statistical Learning This course is an advanced journey into the creation of mathematical models. Specifically, the topics of ANOVA and especially regression are extended to much more advanced techniques. The scope is the creation of models able to explain one or more responses on the basis of a set of descriptors. The course is really…
Reliability Analysis This course covers all the main and advanced topics of reliability analysis. Reliability is the analysis of the probability that a given item will fail or survive. Basically a complex argument based on mathematical statistics, yet this area of Statistics is so important in order to correctly estimate for example warranty and repair…
DOE – Formulation and Mixture Designs Formulation and Mixture Designs study the effect of ingredients proportions on a given response or even on multiple responses. This advanced course is about the full theory and overall practice of these amazing experimental designs. Process variables can be kept in consideration as well, adding relevance and significance to…
DOE – Advanced Designs and Topics This course takes you to an advanced level with DOE. The topics cover Response Surface Design, used to model curvature and Screening Designs, used to screen variables when the process has too many dimensions. Also, the course explains how to manage particular advanced situations, such as hard to change…
DOE – Factorial Design Design of Experiment (DOE) is a set of mathematical methods for process optimisation and for quality by design (QbD). The importance of DOE in any manufacturing industry is definitely great, typically crucial, as since 1923 this is the best way to reduce costs and improve quality. The course covers the main…
Statistical Quality Analysis This course represents the basis for Statistical Process Control (SPC). All the three main analysis typically used in Quality Statistics are covered by the program of this course: Measurement System Analysis, Control Charts, Capability Analysis. These statistical tools are often misunderstood and misused, leading to false alarms or, even worst, to the…
Basic Statistics This course will introduce to the main concepts and tools of Statistics, providing a full overview of data driven mindset and overall the ability to practically work on data with the principal instruments offered by Statistics. It is the starting point you cannot miss to develop your expertise with analytics. Statistics is the basis…