| Course title | Computer support of quality control and data analysis |
|---|---|
| Course code | KHT/PPJ |
| Organizational form of instruction | Lecture + Lesson |
| Level of course | Master |
| Year of study | not specified |
| Semester | Winter |
| Number of ECTS credits | 6 |
| Language of instruction | Czech, English |
| Status of course | unspecified |
| Form of instruction | Face-to-face |
| Work placements | Course does not contain work placement |
| Recommended optional programme components | None |
| Lecturer(s) |
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| Course content |
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Course programme: 1. Introduction to MATLAB, set paths, workspace, vectors and matrices, variables. 2. MATLAB as a scientific calculator, built-in functions, variables, logical operations, help. 3. Basic data structures, export and import data, programming in MATLAB, M -files, scripts and functions. 4. Graphics, 2D and 3D graphs. 5. Statistic toolbox, exploratory data analysis, descriptive statistic, visualization of data, probability distributions, hypothesis testing, confidence intervals. 6. Regression models, interactive analysis with GUI. 7. Statistical process control, SPC methods, control charts, capability indexes. 8. Planning experiments. 9. Multivariate statistical process control, principal component analysis, factor analysis, clusters analysis. 10. QC Expert, interactive data analysis, special method of quality control and SPC. 11. QC Expert, quality inspection 12. QC Expert, control charts (CUSUM, EWMA, Hotteling), standard Shewhart?s charts, Pareto?s diagrams. 13. Statistical language R, statistics, 14. Language R, classifications of data, classification and regression trees.
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| Learning activities and teaching methods |
Monological explanation (lecture, presentation,briefing)
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| Learning outcomes |
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Computer support of quality control and data analysis
Student gets knowledges of this subject |
| Prerequisites |
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Knowledges from Bachelor study
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| Assessment methods and criteria |
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Combined examination
Credit: work out homeworks Exam: writting and oral |
| Recommended literature |
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| Study plans that include the course |
| Faculty | Study plan (Version) | Category of Branch/Specialization | Recommended semester | |
|---|---|---|---|---|
| Faculty: Faculty of Textile Engineering | Study plan (Version): Quality Control (2012) | Category: Special and interdisciplinary fields | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Quality Control (12) | Category: Special and interdisciplinary fields | 2 | Recommended year of study:2, Recommended semester: Winter |