Data Analysis
| Titre | Ανάλυση Δεδομένων / Data Analysis |
| Code | 044 |
| Cycle / Niveau | 1er cycle / Licence |
| Semestre de l’année | Winter |
| Coordinator | Dimitris Kugiumtzis |
| Common | Non |
| Statut | Actif |
| Course ID | 600000993 |
Programme d' Études: PPS Īlektrológōn Mīchanikṓn kai Mīchanikṓn Ypologistṓn (2016 - sīmera)
Registered students: 98
| Orientation | Attendance Type | Semester | Année | ECTS |
|---|---|---|---|---|
| ĪLEKTRIKĪS ENERGEIAS | EPILOGĪS | 7 | 4 | 5 |
| ĪLEKTRONIKĪS KAI YPOLOGISTŌN | EPILOGĪS | 7 | 4 | 5 |
| TĪLEPIKOINŌNIŌN | EPILOGĪS | 7 | 4 | 5 |
| Année Académique | 2023 – 2024 |
| Semestre de l’Année | Winter |
| Faculty Instructors |
|
| Weekly Hours | 4 |
| Class ID | 600236033
|
Course Type 2016-2020
- Domaine Scientifique
Mode d’Enseignement
- En présentiel
Accès en Ligne
- e-Study Guide https://qa.auth.gr/fr/class/1/600236033
- eLearning (Moodle): https://elearning.auth.gr/course/view.php?id=12041
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
- Grec (Enseignement, Examens)
- Anglais (Enseignement, Examens)
Prerequisites
Required Courses
- 020 Probability Theory and Statistics
Aptitudes Générales
- Application des connaissances à la pratique
- Prise de décision
- Travail en autonomie
Type de Matériels Éducatifs
- Notes de cours
- Vidéoconférences
Use of Information and Communication Technologies
Use of ICT
- Emploi de TIC pour l’enseignement
- Emploi de TIC pour les activités de laboratoire
- Emploi de TIC pour communiquer avec les étudiants
Organisation du Cours
| Activités | Charge de travail | ECTS | Individuel | En groupe | Erasmus |
|---|---|---|---|---|---|
| Conferences | 35.5 | 1.2 | |||
| Laboratoires | 19.5 | 0.7 | |||
| Mise a niveau | 35 | 1.2 | |||
| Examens | 30 | 1 | |||
| Total | 120 | 4 |
Student Assessment
Student Assessment methods
Bibliography
Course Bibliography (Eudoxus)
1. Εισαγωγή στην εξόρυξη δεδομένων, Tan P.-N., Steinbach M., Kumar V., Βερύκιος Βασίλειος (επιμέλεια). Εκδόσεις Τζιόλα & Υιοί, 2018 (2η έκδοση) (Εύδοξος: 77107675).
2. Επιστήμη Δεδομένων: Βασικές Αρχές και Εφαρμογές με Python, Grus J.. Α. Παπασωτηρίου & ΣΙΑ I.K.E., 2020 (Εύδοξος: 94690736).
Additional bibliography for study
1. Statistics and Analysis of Scienti c Data [electronic resource], Bonamente M., Springer ebooks, 2017 (Εύδοξος: 75492930).
2. Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining [electronic resource], Myatt G.J., Wiley ebooks, 2014 (2nd edition) (Εύδοξος: 80503623)
3. Resampling Methods: A Practical Guide to Data Analysis, Good P.I., Springer, 2006 (Εύδοξος: 173198)
4. Computational Statistics Handbook with MATLAB, Martinez W.L. and Martinez A.R., Chapman and Hall, 3rd edition 2015
5. Exploratory Data Analysis with MATLAB, Martinez W.L., Martinez A.R. and Solka J., Chapman and Hall, 3rd edition 2017
6. Statistical Techniques for Data Analysis, Taylor J.K. and Cihon C., Chapman and Hall, 2004
1. Statistics and Analysis of Scientic Data [electronic resource], Bonamente M.,
Springer ebooks, 2017 (Εύδοξος: 75492930).
2. Making Sense of Data, A Practical Guide to Exploratory Data Analysis and Data Mining [electronic resource], Myatt G.J., Wiley ebooks, 2014 (2nd edition) (Εύδοξος: 80503623).
3. Resampling Methods: A Practical Guide to Data Analysis, Good P.I., Springer, 2006 (Εύδοξος: 173198)
4. Computational Statistics Handbook with MATLAB, Martinez W.L. and Martinez A.R., Chapman and Hall, 3nd edition, 2015.
5. Exploratory Data Analysis with MATLAB, Martinez W.L. and Martinez A.R., and Solka J., Chapman and Hall, 3rd edition 2017.
6. Statistical Techniques for Data Analysis, Taylor J.K. and Cihon C., Chapman and
Hall, 2nd edition 2004
Last Update
09-09-2023
